Publications

@inproceedings{ruizponce2026interact2ar,
  title = {Interact2Ar: Full-Body Human-Human Interaction Generation via Autoregressive Diffusion Models},
  author = {Ruiz-Ponce, Pablo and Escalera, Sergio and García-Rodríguez, José and Deng, Jiankang and Potamias, Rolandos Alexandros},
  booktitle = {CVPR},
  year = {2026}
}

CVPR

FG-portrait: 3D Flow Guided Editable Portrait Animation

Yating Xu, Yunqi Miao, Evangelos Ververas, Jiankang Deng, and Jifei Song

In CVPR, 2026

Bib PDF

@inproceedings{xu2026fgportrait,
  title = {FG-portrait: 3D Flow Guided Editable Portrait Animation},
  author = {Xu, Yating and Miao, Yunqi and Ververas, Evangelos and Deng, Jiankang and Song, Jifei},
  booktitle = {CVPR},
  year = {2026}
}

CVPR

Color When It Counts: Grayscale-Guided Online Triggering for Always-On Streaming Video Sensing

Weitong Cai, Hang Zhang, Yukai Huang, Shitong Sun, Jiankang Deng, Songcen Xu, Jifei Song, and Zhensong Zhang

In CVPR, 2026

Bib PDF

@inproceedings{cai2026color,
  title = {Color When It Counts: Grayscale-Guided Online Triggering for Always-On Streaming Video Sensing},
  author = {Cai, Weitong and Zhang, Hang and Huang, Yukai and Sun, Shitong and Deng, Jiankang and Xu, Songcen and Song, Jifei and Zhang, Zhensong},
  booktitle = {CVPR},
  year = {2026}
}

ICRA

MagicSkin: Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin

Oluwatimilehin Tijani, Zhuo Chen, Jiankang Deng, and Shan Luo

In ICRA, 2026

@inproceedings{tijani2026magicskin,
  title = {MagicSkin: Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin},
  author = {Tijani, Oluwatimilehin and Chen, Zhuo and Deng, Jiankang and Luo, Shan},
  booktitle = {ICRA},
  year = {2026}
}

ICRA

CEDex: Cross-Embodiment Dexterous Grasp Generation at Scale from Human-Like Contact Representations

Zhiyuan Wu, Rolandos Alexandros Potamias, Xuyang Zhang, Zhongqun Zhang, Jiankang Deng, and Shan Luo

In ICRA, 2026

@inproceedings{wu2026CEDex,
  title = {CEDex: Cross-Embodiment Dexterous Grasp Generation at Scale from Human-Like Contact Representations},
  author = {Wu, Zhiyuan and Potamias, Rolandos Alexandros and Zhang, Xuyang and Zhang, Zhongqun and Deng, Jiankang and Luo, Shan},
  booktitle = {ICRA},
  year = {2026}
}

ICRA

ImagiDrive: A Unified Imagination-and-Planning Framework for Autonomous Driving

Jingyu Li, Bozhou Zhang, Xin Jin, Jiankang Deng, Xiatian Zhu, and Li Zhang

In ICRA, 2026

@inproceedings{li2026imagidrive,
  title = {ImagiDrive: A Unified Imagination-and-Planning Framework for Autonomous Driving},
  author = {Li, Jingyu and Zhang, Bozhou and Jin, Xin and Deng, Jiankang and Zhu, Xiatian and Zhang, Li},
  booktitle = {ICRA},
  year = {2026}
}

ICLR

ReFocusEraser: Refocusing for Small Object Removal with Robust Context-Shadow Repair

Qingping Zheng, Bo Huang, Yang Liu, Haoyu Zhao, Ling Zheng, Zengmao Wang, Ying Li, and Jiankang Deng

In ICLR, 2026

@inproceedings{zheng2026refocuseraser,
  title = {ReFocusEraser: Refocusing for Small Object Removal with Robust Context-Shadow Repair},
  author = {Zheng, Qingping and Huang, Bo and Liu, Yang and Zhao, Haoyu and Zheng, Ling and Wang, Zengmao and Li, Ying and Deng, Jiankang},
  booktitle = {ICLR},
  year = {2026}
}

ICLR

Dynamic Novel View Synthesis in High Dynamic Range

Kaixuan Zhang, Zhipeng Xiong, Minxian Li, Mingwu Ren, Jiankang Deng, and Xiatian Zhu

In ICLR, 2026

@inproceedings{zhang2026dynamic,
  title = {Dynamic Novel View Synthesis in High Dynamic Range},
  author = {Zhang, Kaixuan and Xiong, Zhipeng and Li, Minxian and Ren, Mingwu and Deng, Jiankang and Zhu, Xiatian},
  booktitle = {ICLR},
  year = {2026}
}

ICLR

CASteer: Cross-Attention Steering for Controllable Concept Erasure

Tatiana Gaintseva, Andreea-Maria Oncescu, Chengcheng Ma, Ziquan Liu, Martin Benning, Gregory Slabaugh, Jiankang Deng, and Ismail Elezi

In ICLR, 2026

Bib PDF

@inproceedings{gaintseva2026CASteer,
  title = {CASteer: Cross-Attention Steering for Controllable Concept Erasure},
  author = {Gaintseva, Tatiana and Oncescu, Andreea-Maria and Ma, Chengcheng and Liu, Ziquan and Benning, Martin and Slabaugh, Gregory and Deng, Jiankang and Elezi, Ismail},
  booktitle = {ICLR},
  year = {2026}
}

AAAI

ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs

Yin Xie, Kaicheng Yang, Peirou Liang, Xiang An, Yongle Zhao, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, and Jiankang Deng

In AAAI, 2026

@inproceedings{xie2026victor,
  title = {ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs},
  author = {Xie, Yin and Yang, Kaicheng and Liang, Peirou and An, Xiang and Zhao, Yongle and Wang, Yumeng and Feng, Ziyong and Miles, Roy and Elezi, Ismail and Deng, Jiankang},
  booktitle = {AAAI},
  year = {2026}
}

AAAI

UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning

Tiancheng Gu, Kaicheng Yang, Kaichen Zhang, Xiang An, Ziyong Feng, Yueyi Zhang, Weidong Cai, Jiankang Deng, and Lidong Bing

In AAAI (Oral), 2026

@inproceedings{gu2026unime,
  title = {UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning},
  author = {Gu, Tiancheng and Yang, Kaicheng and Zhang, Kaichen and An, Xiang and Feng, Ziyong and Zhang, Yueyi and Cai, Weidong and Deng, Jiankang and Bing, Lidong},
  booktitle = {AAAI (Oral)},
  year = {2026}
}

AAAI

Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation

Sicheng Yang, Yukai Huang, Weitong Cai, Shitong Sun, You He, Jiankang Deng, Hang Zhang, Jifei Song, and Zhensong Zhang

In AAAI, 2026

Bib PDF

@inproceedings{yang2026plug,
  title = {Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation},
  author = {Yang, Sicheng and Huang, Yukai and Cai, Weitong and Sun, Shitong and He, You and Deng, Jiankang and Zhang, Hang and Song, Jifei and Zhang, Zhensong},
  booktitle = {AAAI},
  year = {2026}
}

IJCV

Graph in Graph neural network

Jiongshu Wang, Jing Yang, Jiankang Deng, Hatice Gunes, and Siyang Song

IJCV, 2026

@article{wang2026graph,
  title = {Graph in Graph neural network},
  author = {Wang, Jiongshu and Yang, Jing and Deng, Jiankang and Gunes, Hatice and Song, Siyang},
  journal = {IJCV},
  year = {2026}
}

IJCV

UniAttack: Unified Physical-Digital Face Attack Detection

Shunxin Chen, Ajian Liu, Hao Fang, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang Deng, Sergio Escalera, Xiaoming Liu, Jun Wan, and Zhen Lei

IJCV, 2026

Bib PDF

@article{chen2026uniattack,
  title = {UniAttack: Unified Physical-Digital Face Attack Detection},
  author = {Chen, Shunxin and Liu, Ajian and Fang, Hao and Yuan, Haocheng and Zheng, Junze and Zeng, Dingheng and Liu, Yanhong and Deng, Jiankang and Escalera, Sergio and Liu, Xiaoming and Wan, Jun and Lei, Zhen},
  journal = {IJCV},
  year = {2026}
}

Nature Communications

Training Tactile Sensors to Learn Force Sensing from Each Other

Zhuo Chen, Ni Ou, Xuyang Zhang, Zhiyuan Wu, Yongqiang Zhao, Yupeng Wang, Nathan Lepora, Lorenzo Jamone, Jiankang Deng, and Shan Luo

Nature Communications, 2026

@article{luo2026training,
  title = {Training Tactile Sensors to Learn Force Sensing from Each Other},
  author = {Chen, Zhuo and Ou, Ni and Zhang, Xuyang and Wu, Zhiyuan and Zhao, Yongqiang and Wang, Yupeng and Lepora, Nathan and Jamone, Lorenzo and Deng, Jiankang and Luo, Shan},
  journal = {Nature Communications},
  year = {2026}
}

2025

NeurIPS

ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling

Shuyuan Zhang, Chenhan Jiang, Zuoou Li, and Jiankang Deng

In NeurIPS, 2025

@inproceedings{Zhang2025shapecraft,
  title = {ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling},
  author = {Zhang, Shuyuan and Jiang, Chenhan and Li, Zuoou and Deng, Jiankang},
  booktitle = {NeurIPS},
  year = {2025}
}

NeurIPS

Deep Gaussian from Motion: Exploring 3D Geometric Foundation Models for Gaussian Splatting

Yu Chen, Rolandos Alexandros Potamias, Evangelos Ververas, Jifei Song, Jiankang Deng, and Gim Hee Lee

In NeurIPS, 2025

@inproceedings{chen2025zerogs,
  title = {Deep Gaussian from Motion: Exploring 3D Geometric Foundation Models for Gaussian Splatting},
  author = {Chen, Yu and Potamias, Rolandos Alexandros and Ververas, Evangelos and Song, Jifei and Deng, Jiankang and Lee, Gim Hee},
  booktitle = {NeurIPS},
  year = {2025}
}

NeurIPS

Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution

Bozhou Zhang, Nan Song, Jingyu Li, Xiatian Zhu, Jiankang Deng, and Li Zhang

In NeurIPS, 2025

@inproceedings{Zhang2025featureaware,
  title = {Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution},
  author = {Zhang, Bozhou and Song, Nan and Li, Jingyu and Zhu, Xiatian and Deng, Jiankang and Zhang, Li},
  booktitle = {NeurIPS},
  year = {2025}
}

NeurIPS

UniViT: Unifying Image and Video Understanding in One Vision Encoder

Feilong Tang, Xiang An, Haolin Yang, Yin Xie, Kaicheng Yang, Jiankang Deng, and Zongyuan Ge

In NeurIPS, 2025

Bib PDF

@inproceedings{Tang2025univit,
  title = {UniViT: Unifying Image and Video Understanding in One Vision Encoder},
  author = {Tang, Feilong and An, Xiang and Yang, Haolin and Xie, Yin and Yang, Kaicheng and Deng, Jiankang and Ge, Zongyuan},
  booktitle = {NeurIPS},
  year = {2025}
}

ACM-MM

Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs

Tiancheng Gu, Kaicheng Yang, Ziyong Feng, Xingjun Wang, Yanzhao Zhang, Dingkun Long, Yingda Chen, Weidong Cai, and Jiankang Deng

In ACM-MM, 2025

@inproceedings{gu2025modality,
  title = {Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs},
  author = {Gu, Tiancheng and Yang, Kaicheng and Feng, Ziyong and Wang, Xingjun and Zhang, Yanzhao and Long, Dingkun and Chen, Yingda and Cai, Weidong and Deng, Jiankang},
  booktitle = {ACM-MM},
  year = {2025}
}

ACM-MM

RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm

Tiancheng Gu, Kaicheng Yang, Chaoyi Zhang, Yin Xie, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai, and Jiankang Deng

In ACM-MM, 2025

@inproceedings{gu2025realsyn,
  title = {RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm},
  author = {Gu, Tiancheng and Yang, Kaicheng and Zhang, Chaoyi and Xie, Yin and An, Xiang and Feng, Ziyong and Liu, Dongnan and Cai, Weidong and Deng, Jiankang},
  booktitle = {ACM-MM},
  year = {2025}
}

ICCV

Region-based Cluster Discrimination for Visual Representation Learning

Yin Xie, Kaicheng Yang, Xiang An, Kun Wu, Yongle Zhao, Weimo Deng, Zimin Ran, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, and Jiankang Deng

In ICCV (Highlight), 2025

@inproceedings{xie2025region,
  title = {Region-based Cluster Discrimination for Visual Representation Learning},
  author = {Xie, Yin and Yang, Kaicheng and An, Xiang and Wu, Kun and Zhao, Yongle and Deng, Weimo and Ran, Zimin and Wang, Yumeng and Feng, Ziyong and Miles, Roy and Elezi, Ismail and Deng, Jiankang},
  booktitle = {ICCV (Highlight)},
  year = {2025}
}

ICCV

ForCenNet: Foreground-Centric Network for Document Image Rectification

Peng Cai, Liqiang, Kaicheng Yang, Guodong, Lijia, Zhounan, Xiang An, Ninghua Yang, and Jiankang Deng

In ICCV, 2025

@inproceedings{cai2025forcenet,
  title = {ForCenNet: Foreground-Centric Network for Document Image Rectification},
  author = {Cai, Peng and Liqiang and Yang, Kaicheng and Guodong and Lijia and Zhounan and An, Xiang and Yang, Ninghua and Deng, Jiankang},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

Unlocking the Potential of Diffusion Priors in Blind Face Restoration

Yunqi Miao, Zhiyu Qu, Mingqi Gao, Changrui Chen, Jifei Song, Jungong Han, and Jiankang Deng

In ICCV, 2025

Bib PDF

@inproceedings{miao2025diffusion,
  title = {Unlocking the Potential of Diffusion Priors in Blind Face Restoration},
  author = {Miao, Yunqi and Qu, Zhiyu and Gao, Mingqi and Chen, Changrui and Song, Jifei and Han, Jungong and Deng, Jiankang},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

HUST: High-Fidelity Unbiased Skin Tone Estimation via Texture Quantization

Zimin Ran, Xingyu Ren, Xiang An, Kaicheng Yang, Ziyong Feng, Jing Yang, Rolandos Alexandros Potamias, Linchao Zhu, and Jiankang Deng

In ICCV, 2025

Bib PDF

@inproceedings{ran2025hust,
  title = {HUST: High-Fidelity Unbiased Skin Tone Estimation via Texture Quantization},
  author = {Ran, Zimin and Ren, Xingyu and An, Xiang and Yang, Kaicheng and Feng, Ziyong and Yang, Jing and Potamias, Rolandos Alexandros and Zhu, Linchao and Deng, Jiankang},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

Principal Components Enable A New Language of Images

Xin Wen, Bingchen Zhao, Ismail Elezi, Jiankang Deng, and Xiaojuan Qi

In ICCV, 2025

@inproceedings{wen2025principal,
  title = {Principal Components Enable A New Language of Images},
  author = {Wen, Xin and Zhao, Bingchen and Elezi, Ismail and Deng, Jiankang and Qi, Xiaojuan},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

Frequency-Guided Diffusion for Training-Free Text-Driven Image Translation

Zheng Gao, Jifei Song, Zhensong Zhang, Jiankang Deng, and Ioannis Patras

In ICCV, 2025

Bib PDF

@inproceedings{gao2025frequency,
  title = {Frequency-Guided Diffusion for Training-Free Text-Driven Image Translation},
  author = {Gao, Zheng and Song, Jifei and Zhang, Zhensong and Deng, Jiankang and Patras, Ioannis},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator

Ronglai Zuo, Rolandos Alexandros Potamias, Evangelos Ververas, Jiankang Deng, and Stefanos Zafeiriou

In ICCV, 2025

@inproceedings{zuo2025signs,
  title = {Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator},
  author = {Zuo, Ronglai and Potamias, Rolandos Alexandros and Ververas, Evangelos and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning

Jinglei Zhang, Yuanfan Guo, Rolandos Alexandros Potamias, Jiankang Deng, Hang Xu, and Chao Ma

In ICCV, 2025

@inproceedings{zhang2025vtimecot,
  title = {VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning},
  author = {Zhang, Jinglei and Guo, Yuanfan and Potamias, Rolandos Alexandros and Deng, Jiankang and Xu, Hang and Ma, Chao},
  booktitle = {ICCV},
  year = {2025}
}

ICCV

ImHead: A Large-scale Implicit Morphable Model for Localized Head Modeling

Rolandos Alexandros Potamias, Stathis Galanakis, Jiankang Deng, Athanasios Papaioannou, and Stefanos Zafeiriou

In ICCV, 2025

@inproceedings{potamias2025imhead,
  title = {ImHead: A Large-scale Implicit Morphable Model for Localized Head Modeling},
  author = {Potamias, Rolandos Alexandros and Galanakis, Stathis and Deng, Jiankang and Papaioannou, Athanasios and Zafeiriou, Stefanos},
  booktitle = {ICCV},
  year = {2025}
}

CVPR

S3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors

Xingyu Ren, Jiankang Deng, Yuhao Cheng, Wenhan Zhu, Yichao Yan, Xiaokang Yang, Stefanos Zafeiriou, and Chao Ma

In CVPR, 2025

@inproceedings{ren2025s3face,
  title = {S3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors},
  author = {Ren, Xingyu and Deng, Jiankang and Cheng, Yuhao and Zhu, Wenhan and Yan, Yichao and Yang, Xiaokang and Zafeiriou, Stefanos and Ma, Chao},
  booktitle = {CVPR},
  year = {2025}
}

CVPR

HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos

Jinglei Zhang, Jiankang Deng, Chao Ma, and Rolandos Alexandros Potamias

In CVPR, 2025

@inproceedings{zhang2025hawor,
  title = {HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos},
  author = {Zhang, Jinglei and Deng, Jiankang and Ma, Chao and Potamias, Rolandos Alexandros},
  booktitle = {CVPR},
  year = {2025}
}

CVPR

WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-Wild

Rolandos Alexandros Potamias, Jinglei Zhang, Jiankang Deng, and Stefanos Zafeiriou

In CVPR, 2025

@inproceedings{potamias2025wilor,
  title = {WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-Wild},
  author = {Potamias, Rolandos Alexandros and Zhang, Jinglei and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2025}
}

CVPR

CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth

Zhiyu Qu, Yunqi Miao, Zhensong Zhang, Jifei Song, Jiankang Deng, and Yi-Zhe Song

In CVPR, 2025

@inproceedings{qu2025caricaturebooth,
  title = {CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth},
  author = {Qu, Zhiyu and Miao, Yunqi and Zhang, Zhensong and Song, Jifei and Deng, Jiankang and Song, Yi-Zhe},
  booktitle = {CVPR},
  year = {2025}
}

CVPR

Fractal Calibration for Long-Tailed Object Detection

Konstantinos Panagiotis Alexandridis, Ismail Elezi, Jiankang Deng, Anh Nguyen, and Shan Luo

In CVPR, 2025

@inproceedings{alexandridis2025fractal,
  title = {Fractal Calibration for Long-Tailed Object Detection},
  author = {Alexandridis, Konstantinos Panagiotis and Elezi, Ismail and Deng, Jiankang and Nguyen, Anh and Luo, Shan},
  booktitle = {CVPR},
  year = {2025}
}

ICLR

From Attention to Activation: Unraveling the Enigmas of Large Language Models

Prannay Kaul, Chengcheng Ma, Ismail Elezi, and Jiankang Deng

In ICLR, 2025

@inproceedings{kaul2025attention,
  title = {From Attention to Activation: Unraveling the Enigmas of Large Language Models},
  author = {Kaul, Prannay and Ma, Chengcheng and Elezi, Ismail and Deng, Jiankang},
  booktitle = {ICLR},
  year = {2025}
}

AAAI

CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination

Kaicheng Yang, Tiancheng Gu, Xiang An, Haiqiang Jiang, Xiangzi Dai, Ziyong Feng, Weidong Cai, and Jiankang Deng

In AAAI, 2025

Bib PDF

@inproceedings{yang2025clipcid,
  title = {CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination},
  author = {Yang, Kaicheng and Gu, Tiancheng and An, Xiang and Jiang, Haiqiang and Dai, Xiangzi and Feng, Ziyong and Cai, Weidong and Deng, Jiankang},
  booktitle = {AAAI},
  year = {2025}
}

AAAI

Single-view Image to Novel-view Generation for Hand-Object Interactions

Zhongqun Zhang, Yihua Cheng, Eduardo Perez-Pellitero, Yiren Zhou, Jiankang Deng, Hyung Jin Chang, and Jifei Song

In AAAI, 2025

Bib PDF

@inproceedings{zhang2025singleview,
  title = {Single-view Image to Novel-view Generation for Hand-Object Interactions},
  author = {Zhang, Zhongqun and Cheng, Yihua and Perez-Pellitero, Eduardo and Zhou, Yiren and Deng, Jiankang and Chang, Hyung Jin and Song, Jifei},
  booktitle = {AAAI},
  year = {2025}
}

AAAI

Unsupervised Audio-Visual Segmentation with Modality Alignment

Swapnil Bhosale, Haosen Yang, Diptesh Kanojia, Jiankang Deng, and Xiatian Zhu

In AAAI, 2025

Bib PDF

@inproceedings{bhosale2025audio,
  title = {Unsupervised Audio-Visual Segmentation with Modality Alignment},
  author = {Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
  booktitle = {AAAI},
  year = {2025}
}

T-PAMI

TransFace++: Rethinking the Face Recognition Paradigm with a Focus on Accuracy, Efficiency, and Security

Jun Dan, Yang Liu, Baigui Sun, Jiankang Deng, and Shan Luo

T-PAMI, 2025

@article{dan2025TransFace++,
  title = {TransFace++: Rethinking the Face Recognition Paradigm with a Focus on Accuracy, Efficiency, and Security},
  author = {Dan, Jun and Liu, Yang and Sun, Baigui and Deng, Jiankang and Luo, Shan},
  journal = {T-PAMI},
  year = {2025}
}

T-PAMI

Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline

Xianda Guo, Zheng Zhu, Tian Yang, Beibei Lin, Junjie Huang, Jiankang Deng, Guan Huang, Jie Zhou, and Jiwen Lu

T-PAMI, 2025

@article{guo2025gait,
  title = {Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline},
  author = {Guo, Xianda and Zhu, Zheng and Yang, Tian and Lin, Beibei and Huang, Junjie and Deng, Jiankang and Huang, Guan and Zhou, Jie and Lu, Jiwen},
  journal = {T-PAMI},
  year = {2025}
}

2024

NeurIPS

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections

Roy Miles, Pradyumna Reddy, Ismail Elezi, and Jiankang Deng

In NeurIPS, 2024

@inproceedings{miles2024velora,
  title = {VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections},
  author = {Miles, Roy and Reddy, Pradyumna and Elezi, Ismail and Deng, Jiankang},
  booktitle = {NeurIPS},
  year = {2024}
}

NeurIPS

ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling

Francesca Babiloni, Alexandros Lattas, Jiankang Deng, and Stefanos Zafeiriou

In NeurIPS, 2024

@inproceedings{babiloni2024id,
  title = {ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling},
  author = {Babiloni, Francesca and Lattas, Alexandros and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {NeurIPS},
  year = {2024}
}

NeurIPS

AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis

Swapnil Bhosale, Haosen Yang, Diptesh Kanojia, Jiankang Deng, and Xiatian Zhu

In NeurIPS, 2024

@inproceedings{bhosale2024av,
  title = {AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis},
  author = {Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
  booktitle = {NeurIPS},
  year = {2024}
}

NeurIPS

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization

James Oldfield, Markos Georgopoulos, Grigorios G Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A Nicolaou, Jiankang Deng, and Ioannis Patras

In NeurIPS, 2024

@inproceedings{oldfield2024multilinear,
  title = {Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization},
  author = {Oldfield, James and Georgopoulos, Markos and Chrysos, Grigorios G and Tzelepis, Christos and Panagakis, Yannis and Nicolaou, Mihalis A and Deng, Jiankang and Patras, Ioannis},
  booktitle = {NeurIPS},
  year = {2024}
}

NeurIPS

TopoFR: A Closer Look at Topology Alignment on Face Recognition

Jun Dan, Yang Liu, Jiankang Deng, Haoyu Xie, Siyuan Li, Baigui Sun, and Shan Luo

In NeurIPS, 2024

@inproceedings{dan2024topofr,
  title = {TopoFR: A Closer Look at Topology Alignment on Face Recognition},
  author = {Dan, Jun and Liu, Yang and Deng, Jiankang and Xie, Haoyu and Li, Siyuan and Sun, Baigui and Luo, Shan},
  booktitle = {NeurIPS},
  year = {2024}
}

EMNLP

RWKV-CLIP: A Robust Vision-Language Representation Learner

Tiancheng Gu, Kaicheng Yang, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai, and Jiankang Deng

In EMNLP, 2024

@inproceedings{gu2024rwkv,
  title = {RWKV-CLIP: A Robust Vision-Language Representation Learner},
  author = {Gu, Tiancheng and Yang, Kaicheng and An, Xiang and Feng, Ziyong and Liu, Dongnan and Cai, Weidong and Deng, Jiankang},
  booktitle = {EMNLP},
  year = {2024}
}

ECCV

Arc2face: A Foundation Model of Human Faces

Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, Jiankang Deng, Bernhard Kainz, and Stefanos Zafeiriou

In ECCV (Oral), 2024

@inproceedings{papantoniou2024arc2face,
  title = {Arc2face: A Foundation Model of Human Faces},
  author = {Papantoniou, Foivos Paraperas and Lattas, Alexandros and Moschoglou, Stylianos and Deng, Jiankang and Kainz, Bernhard and Zafeiriou, Stefanos},
  booktitle = {ECCV (Oral)},
  year = {2024}
}

ECCV

SAGS: Structure-Aware 3D Gaussian Splatting

Evangelos Ververas, Rolandos Alexandros Potamias, Jifei Song, Jiankang Deng, and Stefanos Zafeiriou

In ECCV, 2024

@inproceedings{ververas2024sags,
  title = {SAGS: Structure-Aware 3D Gaussian Splatting},
  author = {Ververas, Evangelos and Potamias, Rolandos Alexandros and Song, Jifei and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2024}
}

ECCV

3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views

Evangelos Ververas, Polydefkis Gkagkos, Jiankang Deng, Michail Christos Doukas, Jia Guo, and Stefanos Zafeiriou

In ECCV, 2024

@inproceedings{ververas20243dgazenet,
  title = {3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views},
  author = {Ververas, Evangelos and Gkagkos, Polydefkis and Deng, Jiankang and Christos Doukas, Michail and Guo, Jia and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2024}
}

ECCV

Adaptive Parametric Activation

Kostas Alexandridis, Jiankang Deng, Anh Nguyen, and Shan Luo

In ECCV (Oral), 2024

@inproceedings{alexandridis2024adaptive,
  title = {Adaptive Parametric Activation},
  author = {Alexandridis, Kostas and Deng, Jiankang and Nguyen, Anh and Luo, Shan},
  booktitle = {ECCV (Oral)},
  year = {2024}
}

ECCV

Multi-label Cluster Discrimination for Visual Representation Learning

Xiang An, Kaicheng Yang, Xiangzi Dai, Ziyong Feng, and Jiankang Deng

In ECCV, 2024

@inproceedings{an2024multi,
  title = {Multi-label Cluster Discrimination for Visual Representation Learning},
  author = {An, Xiang and Yang, Kaicheng and Dai, Xiangzi and Feng, Ziyong and Deng, Jiankang},
  booktitle = {ECCV},
  year = {2024}
}

CVPR

Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text

Vasileios Baltatzis, Rolandos Alexandros Potamias, Evangelos Ververas, Guanxiong Sun, Jiankang Deng, and Stefanos Zafeiriou

In CVPR, 2024

@inproceedings{baltatzis2023neural,
  title = {Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text},
  author = {Baltatzis, Vasileios and Potamias, Rolandos Alexandros and Ververas, Evangelos and Sun, Guanxiong and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2024}
}

CVPR

Monocular Identity-Conditioned Facial Reflectance Reconstruction

Xingyu Ren, Jiankang Deng, Yuhao Cheng, Jia Guo, Chao Ma, Yichao Yan, Wenhan Zhu, and Xiaokang Yang

In CVPR, 2024

@inproceedings{Ren2024Monocular,
  title = {Monocular Identity-Conditioned Facial Reflectance Reconstruction},
  author = {Ren, Xingyu and Deng, Jiankang and Cheng, Yuhao and Guo, Jia and Ma, Chao and Yan, Yichao and Zhu, Wenhan and Yang, Xiaokang},
  booktitle = {CVPR},
  year = {2024}
}

CVPR

WaveFace: Authentic Face Restoration with Efficient Frequency Recovery

Yunqi Miao, Jiankang Deng, and Jungong Han

In CVPR, 2024

@inproceedings{miao2024waveface,
  title = {WaveFace: Authentic Face Restoration with Efficient Frequency Recovery},
  author = {Miao, Yunqi and Deng, Jiankang and Han, Jungong},
  booktitle = {CVPR},
  year = {2024}
}

CVPR

G3DR: Generative 3D Reconstruction in ImageNet

Pradyumna Reddy, Ismail Elezi, and Jiankang Deng

In CVPR, 2024

CVPR

VkD: Improving Knowledge Distillation using Orthogonal Projections

Roy Miles, Ismail Elezi, and Jiankang Deng

In CVPR, 2024

@inproceedings{miles2024vkd,
  title = {VkD: Improving Knowledge Distillation using Orthogonal Projections},
  author = {Miles, Roy and Elezi, Ismail and Deng, Jiankang},
  booktitle = {CVPR},
  year = {2024}
}

CVPR

Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation

Zhipeng Du, Miaojing Shi, and Jiankang Deng

In CVPR, 2024

@inproceedings{du2023boosting,
  title = {Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation},
  author = {Du, Zhipeng and Shi, Miaojing and Deng, Jiankang},
  booktitle = {CVPR},
  year = {2024}
}

CVPR

Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution

Qingping Zheng, Ling Zheng, Yuanfan Guo, Ying Li, Songcen Xu, Jiankang Deng, and Hang Xu

In CVPR, 2024

@inproceedings{zheng2024self,
  title = {Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution},
  author = {Zheng, Qingping and Zheng, Ling and Guo, Yuanfan and Li, Ying and Xu, Songcen and Deng, Jiankang and Xu, Hang},
  booktitle = {CVPR},
  year = {2024}
}

CVPR

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing

Ajian Liu, Shuai Xue, Jianwen Gan, Jun Wan, Yanyan Liang, Jiankang Deng, Sergio Escalera, and Zhen Lei

In CVPR (Highlight), 2024

Bib PDF

@inproceedings{liu2024cfpl,
  title = {CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing},
  author = {Liu, Ajian and Xue, Shuai and Gan, Jianwen and Wan, Jun and Liang, Yanyan and Deng, Jiankang and Escalera, Sergio and Lei, Zhen},
  booktitle = {CVPR (Highlight)},
  year = {2024}
}

AAAI

DiffSED: Sound Event Detection with Denoising Diffusion

Swapnil Bhosale, Sauradip Nag, Diptesh Kanojia, Jiankang Deng, and Xiatian Zhu

In AAAI (Oral), 2024

@inproceedings{bhosale2023diffsed,
  title = {DiffSED: Sound Event Detection with Denoising Diffusion},
  author = {Bhosale, Swapnil and Nag, Sauradip and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
  booktitle = {AAAI (Oral)},
  year = {2024}
}

AAAI

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Qingping Zheng, Yuanfan Guo, Jiankang Deng, Jianhua Han, Ying Li, Songcen Xu, and Hang Xu

In AAAI, 2024

@inproceedings{zheng2023any,
  title = {Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images},
  author = {Zheng, Qingping and Guo, Yuanfan and Deng, Jiankang and Han, Jianhua and Li, Ying and Xu, Songcen and Xu, Hang},
  booktitle = {AAAI},
  year = {2024}
}

AAAI

Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning

Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, and Changsheng Xu

In AAAI, 2024

@inproceedings{ma2023three,
  title = {Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning},
  author = {Ma, Chengcheng and Elezi, Ismail and Deng, Jiankang and Dong, Weiming and Xu, Changsheng},
  booktitle = {AAAI},
  year = {2024}
}

T-PAMI

Transferring Annotator-and Instance-dependent Transition Matrix for Learning from Crowds

Shikun Li, Xiaobo Xia, Jiankang Deng, Shiming Ge, and Tongliang Liu

T-PAMI, 2024

@article{li2023transferring,
  title = {Transferring Annotator-and Instance-dependent Transition Matrix for Learning from Crowds},
  author = {Li, Shikun and Xia, Xiaobo and Deng, Jiankang and Ge, Shiming and Liu, Tongliang},
  journal = {T-PAMI},
  year = {2024}
}

Book

Handbook of Face Recognition (Third Edition)

Anil K Jain, Stan Z Li, and Jiankang Deng

2024

Bib PDF

2023

NeurIPS

HeadSculpt: Crafting 3D Head Avatars with Text

Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, and Kwan-Yee K Wong

In NeurIPS, 2023

@inproceedings{han2023headsculpt,
  title = {HeadSculpt: Crafting 3D Head Avatars with Text},
  author = {Han, Xiao and Cao, Yukang and Han, Kai and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao and Wong, Kwan-Yee K},
  booktitle = {NeurIPS},
  year = {2023}
}

ICCV

Holistic Label Correction for Noisy Multi-Label Classification

Xiaobo Xia, Jiankang Deng, Wei Bao, Yuxuan Du, Bo Han, Shiguang Shan, and Tongliang Liu

In ICCV, 2023

@inproceedings{Xia2023Holistic,
  title = {Holistic Label Correction for Noisy Multi-Label Classification},
  author = {Xia, Xiaobo and Deng, Jiankang and Bao, Wei and Du, Yuxuan and Han, Bo and Shan, Shiguang and Liu, Tongliang},
  booktitle = {ICCV},
  year = {2023}
}

ICCV

ALIP: Adaptive Language-Image Pre-Training with Synthetic Caption

Kaicheng Yang, Jiankang Deng, Xiang An, Jiawei Li, Ziyong Feng, Jia Guo, Jing Yang, and Tongliang Liu

In ICCV, 2023

@inproceedings{Yang2023ALIP,
  title = {ALIP: Adaptive Language-Image Pre-Training with Synthetic Caption},
  author = {Yang, Kaicheng and Deng, Jiankang and An, Xiang and Li, Jiawei and Feng, Ziyong and Guo, Jia and Yang, Jing and Liu, Tongliang},
  booktitle = {ICCV},
  year = {2023}
}

ICCV

Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion

Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, and Tao Xiang

In ICCV, 2023

@inproceedings{Han2023Controllable,
  title = {Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion},
  author = {Han, Xiao and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao},
  booktitle = {ICCV},
  year = {2023}
}

ICCV

Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes

Francesca Babiloni, Matteo Maggioni, Thomas Tanay, Jiankang Deng, Ales Leonardis, and Stefanos Zafeiriou

In ICCV, 2023

@inproceedings{Babiloni2023Adaptive,
  title = {Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes},
  author = {Babiloni, Francesca and Maggioni, Matteo and Tanay, Thomas and Deng, Jiankang and Leonardis, Ales and Zafeiriou, Stefanos},
  booktitle = {ICCV},
  year = {2023}
}

ICCV

TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective

Jun Dan, Yang Liu, Haoyu Xie, Jiankang Deng, Haoran Xie, Xuansong Xie, and Baigui Sun

In ICCV, 2023

@inproceedings{Dan2023TransFace,
  title = {TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective},
  author = {Dan, Jun and Liu, Yang and Xie, Haoyu and Deng, Jiankang and Xie, Haoran and Xie, Xuansong and Sun, Baigui},
  booktitle = {ICCV},
  year = {2023}
}

ICCV

DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion

Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, and Tao Xiang

In ICCV, 2023

@inproceedings{Nag2023DiffTAD,
  title = {DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion},
  author = {Nag, Sauradip and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao},
  booktitle = {ICCV},
  year = {2023}
}

ICCV

Spatio-temporal Prompting Network for Robust Video Feature Extraction

Guanxiong Sun, Chi Wang, Zhaoyu Zhang, Jiankang Deng, Stefanos Zafeiriou, and Yang Hua

In ICCV, 2023

@inproceedings{Sun2023Spatiotemporal,
  title = {Spatio-temporal Prompting Network for Robust Video Feature Extraction},
  author = {Sun, Guanxiong and Wang, Chi and Zhang, Zhaoyu and Deng, Jiankang and Zafeiriou, Stefanos and Hua, Yang},
  booktitle = {ICCV},
  year = {2023}
}

CVPR

FitMe: Deep Photorealistic 3D Morphable Model Avatars

Alexandros Lattas, Stylianos Moschoglou, Stylianos Ploumpis, Baris Gecer, Jiankang Deng, and Stefanos Zafeiriou

In CVPR, 2023

@inproceedings{Lattas2023fitme,
  title = {FitMe: Deep Photorealistic 3D Morphable Model Avatars},
  author = {Lattas, Alexandros and Moschoglou, Stylianos and Ploumpis, Stylianos and Gecer, Baris and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2023}
}

CVPR

Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues

Xingyu Ren, Jiankang Deng, Chao Ma, Yichao Yan, and Xiaokang Yang

In CVPR (Highlight), 2023

@inproceedings{Ren2023Improving,
  title = {Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues},
  author = {Ren, Xingyu and Deng, Jiankang and Ma, Chao and Yan, Yichao and Yang, Xiaokang},
  booktitle = {CVPR (Highlight)},
  year = {2023}
}

CVPR

Regularization of Polynomial Networks for Image Recognition

Grigorios Chrysos, Bohan Wang, Jiankang Deng, and Volkan Cevher

In CVPR, 2023

@inproceedings{chrysos2023regularization,
  title = {Regularization of Polynomial Networks for Image Recognition},
  author = {Chrysos, Grigorios and Wang, Bohan and Deng, Jiankang and Cevher, Volkan},
  booktitle = {CVPR},
  year = {2023}
}

ICLR

DamoFD: Digging into Backbone Design on Face Detection

Yang Liu, Jiankang Deng, Fei Wang, Lei Shang, Xuansong Xie, and Baigui Sun

In ICLR, 2023

@inproceedings{liu2023damofd,
  title = {DamoFD: Digging into Backbone Design on Face Detection},
  author = {Liu, Yang and Deng, Jiankang and Wang, Fei and Shang, Lei and Xie, Xuansong and Sun, Baigui},
  booktitle = {ICLR},
  year = {2023}
}

ICLR

Unicom: Universal and Compact Representation Learning for Image Retrieval

Xiang An, Jiankang Deng, Kaicheng Yang, Jaiwei Li, Ziyong Feng, Jia Guo, Jing Yang, and Tongliang Liu

In ICLR, 2023

@inproceedings{an2023unicom,
  title = {Unicom: Universal and Compact Representation Learning for Image Retrieval},
  author = {An, Xiang and Deng, Jiankang and Yang, Kaicheng and Li, Jaiwei and Feng, Ziyong and Guo, Jia and Yang, Jing and Liu, Tongliang},
  booktitle = {ICLR},
  year = {2023}
}

AAAI

Domain-general Crowd Counting in Unseen Scenarios

Zhipeng Du, Jiankang Deng, and Miaojing Shi

In AAAI, 2023

T-PAMI

Linear Complexity Self-Attention with 3rd Order Polynomials

Francesca Babiloni, Ioannis Marras, Jiankang Deng, Filippos Kokkinos, Matteo Maggioni, Grigorios Chrysos, Philip Torr, and Stefanos Zafeiriou

T-PAMI, 2023

Bib PDF

@article{babiloni2023linear,
  title = {Linear Complexity Self-Attention with 3rd Order Polynomials},
  author = {Babiloni, Francesca and Marras, Ioannis and Deng, Jiankang and Kokkinos, Filippos and Maggioni, Matteo and Chrysos, Grigorios and Torr, Philip and Zafeiriou, Stefanos},
  journal = {T-PAMI},
  year = {2023}
}

T-PAMI

Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels

Xiaobo Xia, Bo Han, Nannan Wang, Jiankang Deng, Jiatong Li, Yinian Mao, and Tongliang Liu

T-PAMI, 2023

Bib PDF

@article{xia2023extended,
  title = {Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels},
  author = {Xia, Xiaobo and Han, Bo and Wang, Nannan and Deng, Jiankang and Li, Jiatong and Mao, Yinian and Liu, Tongliang},
  journal = {T-PAMI},
  year = {2023}
}

T-PAMI

EDFace-Celeb-1 M: Benchmarking Face Hallucination with a Million-scale Dataset

Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, and Stefanos Zafeiriou

T-PAMI, 2023

@article{zhang2023edface,
  title = {EDFace-Celeb-1 M: Benchmarking Face Hallucination with a Million-scale Dataset},
  author = {Zhang, Kaihao and Li, Dongxu and Luo, Wenhan and Liu, Jingyu and Deng, Jiankang and Liu, Wei and Zafeiriou, Stefanos},
  journal = {T-PAMI},
  year = {2023}
}

T-PAMI

WebFace260M: A Benchmark for Million-Scale Deep Face Recognition

Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Dalong Du, Jiwen Lu, and Jie Zhou

T-PAMI, 2023

@article{zhu2023webface260m,
  title = {WebFace260M: A Benchmark for Million-Scale Deep Face Recognition},
  author = {Zhu, Zheng and Huang, Guan and Deng, Jiankang and Ye, Yun and Huang, Junjie and Chen, Xinze and Zhu, Jiagang and Yang, Tian and Du, Dalong and Lu, Jiwen and Zhou, Jie},
  journal = {T-PAMI},
  year = {2023}
}

2022

NeurIPS

Physically-Based Face Rendering for NIR-VIS Face Recognition

Yunqi Miao, Alexandros Lattas, Jiankang Deng, Jungong Han, and Stefanos Zafeiriou

In NeurIPS, 2022

@inproceedings{yunqi2022physically,
  title = {Physically-Based Face Rendering for NIR-VIS Face Recognition},
  author = {Miao, Yunqi and Lattas, Alexandros and Deng, Jiankang and Han, Jungong and Zafeiriou, Stefanos},
  booktitle = {NeurIPS},
  year = {2022}
}

ECCV

Long-tailed Instance Segmentation using Gumbel Optimized Loss

Kostas Alexandridis, Jiankang Deng, Anh Nguyen, and Shan Luo

In ECCV, 2022

@inproceedings{alexandridis2022long,
  title = {Long-tailed Instance Segmentation using Gumbel Optimized Loss},
  author = {Alexandridis, Kostas and Deng, Jiankang and Nguyen, Anh and Luo, Shan},
  booktitle = {ECCV},
  year = {2022}
}

ECCV

Augmenting Deep Classifiers with Polynomial Neural Networks

Grigorios Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaif, Yannis Panagakis, and Anima Anandkumar

In ECCV, 2022

@inproceedings{grigorios2022augmenting,
  title = {Augmenting Deep Classifiers with Polynomial Neural Networks},
  author = {Chrysos, Grigorios and Georgopoulos, Markos and Deng, Jiankang and Kossaif, Jean and Panagakis, Yannis and Anandkumar, Anima},
  booktitle = {ECCV},
  year = {2022}
}

ECCV

MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis

Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios Chrysos, Jiankang Deng, Eftychia Fotiadou, Christos Kampouris, Dimitrios Kollias, Stylianos Moschoglou, Kritaphat Songsri-In, Stylianos Ploumpis, George Trigeorgis, Panagiotis Tzirakis, Evangelos Ververas, Yuxiang Zhou, Allan Ponniah, Anastasios Roussos, and Stefanos Zafeiriou

In ECCV, 2022

Bib PDF

@inproceedings{papaioannou2022mimicme,
  title = {MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis},
  author = {Papaioannou, Athanasios and Gecer, Baris and Cheng, Shiyang and Chrysos, Grigorios and Deng, Jiankang and Fotiadou, Eftychia and Kampouris, Christos and Kollias, Dimitrios and Moschoglou, Stylianos and Songsri-In, Kritaphat and Ploumpis, Stylianos and Trigeorgis, George and Tzirakis, Panagiotis and Ververas, Evangelos and Zhou, Yuxiang and Ponniah, Allan and Roussos, Anastasios and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2022}
}

CVPR

Killing Two Birds with One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC

Xiang An, Jiankang Deng, Jia Guo, Ziyong Feng, XuHan Zhu, Jing Yang, and Tongliang Liu

In CVPR, 2022

@inproceedings{an2022killing,
  title = {Killing Two Birds with One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC},
  author = {An, Xiang and Deng, Jiankang and Guo, Jia and Feng, Ziyong and Zhu, XuHan and Yang, Jing and Liu, Tongliang},
  booktitle = {CVPR},
  year = {2022}
}

CVPR

Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing

Qingping Zheng, Jiankang Deng, Zheng Zhu, Ying Li, and Stefanos Zafeiriou

In CVPR, 2022

@inproceedings{zheng2022decoupled,
  title = {Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing},
  author = {Zheng, Qingping and Deng, Jiankang and Zhu, Zheng and Li, Ying and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2022}
}

CVPR

MogFace: Towards a Deeper Appreciation on Face Detection

Yang Liu, Fei Wang, Jiankang Deng, Zhipeng Zhou, Baigui Sun, and Hao Li

In CVPR, 2022

@inproceedings{liu2022mogface,
  title = {MogFace: Towards a Deeper Appreciation on Face Detection},
  author = {Liu, Yang and Wang, Fei and Deng, Jiankang and Zhou, Zhipeng and Sun, Baigui and Li, Hao},
  booktitle = {CVPR},
  year = {2022}
}

ICLR

Sample and Computation Redistribution for Efficient Face Detection

Jia Guo, Jiankang Deng, Alexandros Lattas, and Stefanos Zafeiriou

In ICLR, 2022

@inproceedings{guo2022sample,
  title = {Sample and Computation Redistribution for Efficient Face Detection},
  author = {Guo, Jia and Deng, Jiankang and Lattas, Alexandros and Zafeiriou, Stefanos},
  booktitle = {ICLR},
  year = {2022}
}

T-PAMI

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Jiankang Deng, Jia Guo, Jing Yang, Niannan Xue, Irene Kotsia, and Stefanos Zafeiriou

T-PAMI, 2022

@article{deng2022arcface,
  title = {ArcFace: Additive Angular Margin Loss for Deep Face Recognition},
  author = {Deng, Jiankang and Guo, Jia and Yang, Jing and Xue, Niannan and Kotsia, Irene and Zafeiriou, Stefanos},
  journal = {T-PAMI},
  year = {2022}
}

T-PAMI

Deep Polynomial Neural Networks

Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, and Stefanos Zafeiriou

T-PAMI, 2022

@article{chrysos2022deep,
  title = {Deep Polynomial Neural Networks},
  author = {Chrysos, Grigorios and Moschoglou, Stylianos and Bouritsas, Giorgos and Deng, Jiankang and Panagakis, Yannis and Zafeiriou, Stefanos},
  journal = {T-PAMI},
  year = {2022}
}

2021

ICCV

Gait recognition in the wild: A benchmark

Zheng Zhu, Xianda Guo, Tian Yang, Junjie Huang, Jiankang Deng, Guan Huang, Dalong Du, Jiwen Lu, and Jie Zhou

In ICCV, 2021

@inproceedings{zhu2021gait,
  title = {Gait recognition in the wild: A benchmark},
  author = {Zhu, Zheng and Guo, Xianda and Yang, Tian and Huang, Junjie and Deng, Jiankang and Huang, Guan and Du, Dalong and Lu, Jiwen and Zhou, Jie},
  booktitle = {ICCV},
  year = {2021}
}

ICCV

Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials

Francesca Babiloni, Ioannis Marras, Filippos Kokkinos, Jiankang Deng, Grigorios Chrysos, and Stefanos Zafeiriou

In ICCV, 2021

Bib PDF

@inproceedings{babiloni2021poly,
  title = {Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials},
  author = {Babiloni, Francesca and Marras, Ioannis and Kokkinos, Filippos and Deng, Jiankang and Chrysos, Grigorios and Zafeiriou, Stefanos},
  booktitle = {ICCV},
  year = {2021}
}

CVPR

Variational Prototype Learning for Deep Face Recognition

Jiankang Deng, Jia Guo, Jing Yang, Alexandros Lattas, and Stefanos Zafeiriou

In CVPR, 2021

@inproceedings{deng2021variational,
  title = {Variational Prototype Learning for Deep Face Recognition},
  author = {Deng, Jiankang and Guo, Jia and Yang, Jing and Lattas, Alexandros and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2021}
}

CVPR

Ostec: One-shot Texture Completion

Baris Gecer, Jiankang Deng, and Stefanos Zafeiriou

In CVPR, 2021

CVPR

WebFace260M: A Benchmark Unveiling the Power of Million-scale Deep Face Recognition

Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jiwen Lu, Dalong Du, and Jie Zhou

In CVPR, 2021

@inproceedings{zhu2021webface260m,
  title = {WebFace260M: A Benchmark Unveiling the Power of Million-scale Deep Face Recognition},
  author = {Zhu, Zheng and Huang, Guan and Deng, Jiankang and Ye, Yun and Huang, Junjie and Chen, Xinze and Zhu, Jiagang and Yang, Tian and Lu, Jiwen and Du, Dalong and Zhou, Jie},
  booktitle = {CVPR},
  year = {2021}
}

2020

NeurIPS

Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning

Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Jiankang Deng, Gang Niu, and Masashi Sugiyama

In NeurIPS, 2020

@inproceedings{yao2020dual,
  title = {Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning},
  author = {Yao, Yu and Liu, Tongliang and Han, Bo and Gong, Mingming and Deng, Jiankang and Niu, Gang and Sugiyama, Masashi},
  booktitle = {NeurIPS},
  year = {2020}
}

ECCV

Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces

Jiankang Deng, Jia Guo, Tongliang Liu, Mingming Gong, and Stefanos Zafeiriou

In ECCV, 2020

@inproceedings{deng2020sub,
  title = {Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces},
  author = {Deng, Jiankang and Guo, Jia and Liu, Tongliang and Gong, Mingming and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2020}
}

ECCV

Synthesizing Coupled 3D Face Modalities by Trunk-branch Generative Adversarial Networks

Baris Gecer, Alexandros Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, and Stefanos Zafeiriou

In ECCV, 2020

@inproceedings{gecer2020synthesizing,
  title = {Synthesizing Coupled 3D Face Modalities by Trunk-branch Generative Adversarial Networks},
  author = {Gecer, Baris and Lattas, Alexandros and Ploumpis, Stylianos and Deng, Jiankang and Papaioannou, Athanasios and Moschoglou, Stylianos and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2020}
}

CVPR

RetinaFace: Single-shot Multi-level Face Localisation in the Wild

Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, and Stefanos Zafeiriou

In CVPR, 2020

@inproceedings{deng2020retinaface,
  title = {RetinaFace: Single-shot Multi-level Face Localisation in the Wild},
  author = {Deng, Jiankang and Guo, Jia and Ververas, Evangelos and Kotsia, Irene and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2020}
}

CVPR

GP-NAS: Gaussian Process based Neural Architecture Search

Zhihang Li, Teng Xi, Jiankang Deng, Gang Zhang, Shengzhao Wen, and Ran He

In CVPR, 2020

@inproceedings{li2020gp,
  title = {GP-NAS: Gaussian Process based Neural Architecture Search},
  author = {Li, Zhihang and Xi, Teng and Deng, Jiankang and Zhang, Gang and Wen, Shengzhao and He, Ran},
  booktitle = {CVPR},
  year = {2020}
}

CVPR

P-Nets: Deep Polynomial Neural Networks

Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, and Stefanos Zafeiriou

In CVPR, 2020

@inproceedings{chrysos2020p,
  title = {P-Nets: Deep Polynomial Neural Networks},
  author = {Chrysos, Grigorios and Moschoglou, Stylianos and Bouritsas, Giorgos and Panagakis, Yannis and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2020}
}

2019

CVPR

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou

In CVPR (Oral), 2019

@inproceedings{deng2019arcface,
  title = {ArcFace: Additive Angular Margin Loss for Deep Face Recognition},
  author = {Deng, Jiankang and Guo, Jia and Xue, Niannan and Zafeiriou, Stefanos},
  booktitle = {CVPR (Oral)},
  year = {2019}
}

CVPR

Dense 3D Face Decoding over 2500FPS: Joint Texture and Shape Convolutional Mesh Decoders

Yuxiang Zhou, Jiankang Deng, Irene Kotsia, and Stefanos Zafeiriou

In CVPR, 2019

Bib PDF

@inproceedings{zhou2019dense,
  title = {Dense 3D Face Decoding over 2500FPS: Joint Texture and Shape Convolutional Mesh Decoders},
  author = {Zhou, Yuxiang and Deng, Jiankang and Kotsia, Irene and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2019}
}

IJCV

The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking

Jiankang Deng, Anastasios Roussos, Grigorios Chrysos, Evangelos Ververas, Irene Kotsia, Jie Shen, and Stefanos Zafeiriou

IJCV, 2019