Jiankang Deng

According to our database, Jiankang Deng authored at least 202 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Graph in Graph Neural Network.

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

Int. J. Comput. Vis., April, 2026

HO-Flow: Generalizable Hand-Object Interaction Generation with Latent Flow Matching.

Zerui Chen, Rolandos Alexandros Potamias, Shizhe Chen, Jiankang Deng, Cordelia Schmid, Stefanos Zafeiriou

CoRR, April, 2026

FreeScale: Scaling 3D Scenes via Certainty-Aware Free-View Generation.

Chenhan Jiang, Yu Chen, Qingwen Zhang, Jifei Song, Songcen Xu, Dit-Yan Yeung, Jiankang Deng

CoRR, April, 2026

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, Zhen Lei

Int. J. Comput. Vis., March, 2026

Unleashing Vision-Language Semantics for Deepfake Video Detection.

Jiawen Zhu, Yunqi Miao, Xueyi Zhang, Jiankang Deng, Guansong Pang

CoRR, March, 2026

FG-Portrait: 3D Flow Guided Editable Portrait Animation.

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

CoRR, March, 2026

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, Zhensong Zhang

CoRR, March, 2026

Relax Forcing: Relaxed KV-Memory for Consistent Long Video Generation.

Zengqun Zhao, Yanzuo Lu, Ziquan Liu, Jifei Song, Jiankang Deng, Ioannis Patras

CoRR, March, 2026

LatSearch: Latent Reward-Guided Search for Faster Inference-Time Scaling in Video Diffusion.

Zengqun Zhao, Ziquan Liu, Yu Cao, Shaogang Gong, Zhensong Zhang, Jifei Song, Jiankang Deng, Ioannis Patras

CoRR, March, 2026

Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering.

Yura Choi, Roy Miles, Rolandos Alexandros Potamias, Ismail Elezi, Jiankang Deng, Stefanos Zafeiriou

CoRR, March, 2026

DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces.

Mohammad Sadil Khan, Muhammad Usama, Rolandos Alexandros Potamias, Didier Stricker, Muhammad Zeshan Afzal, Jiankang Deng, Ismail Elezi

CoRR, March, 2026

Egocentric Co-Pilot: Web-Native Smart-Glasses Agents for Assistive Egocentric AI.

Sicheng Yang, Yukai Huang, Weitong Cai, Shitong Sun, Fengyi Fang, You He, Yiqiao Xie, Jiankang Deng, Hang Zhang, Jifei Song, Zhensong Zhang

CoRR, March, 2026

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

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

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

Test-Time Scaling with Diffusion Language Models via Reward-Guided Stitching.

Roy Miles, Aysim Toker, Andreea-Maria Oncescu, Songcen Xu, Jiankang Deng, Ismail Elezi

CoRR, February, 2026

OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence.

Feilong Tang, Xiang An, Yunyao Yan, Yin Xie, Bin Qin, Kaicheng Yang, Yifei Shen, Yuanhan Zhang, Chunyuan Li, Shikun Feng, Changrui Chen, Huajie Tan, Ming Hu, Manyuan Zhang, Bo Li, Ziyong Feng, Ziwei Liu, Zongyuan Ge, Jiankang Deng

CoRR, February, 2026

UniForce: A Unified Latent Force Model for Robot Manipulation with Diverse Tactile Sensors.

Zhuo Chen, Fei Ni, Kaiyao Luo, Zhiyuan Wu, Xuyang Zhang, Emmanouil Spyrakos-Papastavridis, Lorenzo Jamone, Nathan F. Lepora, Jiankang Deng, Shan Luo

CoRR, February, 2026

UniMorphGrasp: Diffusion Model with Morphology-Awareness for Cross-Embodiment Dexterous Grasp Generation.

Zhiyuan Wu, Xiangyu Zhang, Zhuo Chen, Jiankang Deng, Rolandos Alexandros Potamias, Shan Luo

CoRR, February, 2026

MaDiS: Taming Masked Diffusion Language Models for Sign Language Generation.

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

CoRR, January, 2026

Optimizing Multimodal LLMs for Egocentric Video Understanding: A Solution for the HD-EPIC VQA Challenge.

Sicheng Yang, Yukai Huang, Shitong Sun, Weitong Cai, Jiankang Deng, Jifei Song, Zhensong Zhang

CoRR, January, 2026

Probabilistic modeling of disparity uncertainty for robust and efficient stereo matching.

Wenxiao Cai, Dongting Hu, Ruoyan Yin, Jiankang Deng, Huan Fu, Wankou Yang, Mingming Gong

Pattern Recognit., 2026

Egocentric Co-Pilot: Web-Native Smart-Glasses Agents for Assistive Egocentric AI.

Sicheng Yang, Yukai Huang, Weitong Cai, Shitong Sun, Fengyi Fang, You He, Yiqiao Xie, Jiankang Deng, Hang Zhang, Jifei Song, Zhensong Zhang

Proceedings of the ACM Web Conference 2026, 2026

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, Zhensong Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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, Jiankang Deng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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, Lidong Bing

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Interact2Ar: Full-Body Human-Human Interaction Generation via Autoregressive Diffusion Models.

Pablo Ruiz-Ponce, Sergio Escalera, José García Rodríguez, Jiankang Deng, Rolandos Alexandros Potamias

CoRR, December, 2025

An Anatomy of Vision-Language-Action Models: From Modules to Milestones and Challenges.

Chao Xu, Suyu Zhang, Yang Liu, Baigui Sun, Weihong Chen, Bo Xu, Qi Liu, Juncheng Wang, Shujun Wang, Shan Luo, Jan Peters, Athanasios V. Vasilakos, Stefanos Zafeiriou, Jiankang Deng

CoRR, December, 2025

SATGround: A Spatially-Aware Approach for Visual Grounding in Remote Sensing.

Aysim Toker, Andreea-Maria Oncescu, Roy Miles, Ismail Elezi, Jiankang Deng

CoRR, December, 2025

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

Oluwatimilehin Tijani, Zhuo Chen, Jiankang Deng, Shan Luo

CoRR, December, 2025

Beyond Description: Cognitively Benchmarking Fine-Grained Action for Embodied Agents.

Dayong Liu, Chao Xu, Weihong Chen, Suyu Zhang, Juncheng Wang, Jiankang Deng, Baigui Sun, Yang Liu

CoRR, November, 2025

Reconstructing 3D Scenes in Native High Dynamic Range.

Kaixuan Zhang, Minxian Li, Mingwu Ren, Jiankang Deng, Xiatian Zhu

CoRR, November, 2025

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

Shuyuan Zhang, Chenhan Jiang, Zuoou Li, Jiankang Deng

CoRR, October, 2025

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

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

CoRR, October, 2025

RetouchLLM: Training-free Code-based Image Retouching with Vision Language Models.

Moon Ye-Bin, Roy Miles, Tae-Hyun Oh, Ismail Elezi, Jiankang Deng

CoRR, October, 2025

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

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

CoRR, September, 2025

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

Xiang An, Yin Xie, Kaicheng Yang, Wenkang Zhang, Xiuwei Zhao, Zheng Cheng, Yirui Wang, Songcen Xu, Changrui Chen, Chunsheng Wu, Huajie Tan, Chunyuan Li, Jing Yang, Jie Yu, Xiyao Wang, Bin Qin, Yumeng Wang, Zizhen Yan, Ziyong Feng, Ziwei Liu, Bo Li, Jiankang Deng

CoRR, September, 2025

Dynamic Novel View Synthesis in High Dynamic Range.

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

CoRR, September, 2025

Embodied Arena: A Comprehensive, Unified, and Evolving Evaluation Platform for Embodied AI.

Fei Ni, Min Zhang, Pengyi Li, Yifu Yuan, Lingfeng Zhang, Yuecheng Liu, Peilong Han, Longxin Kou, Shaojin Ma, Jinbin Qiao, David Gamaliel Arcos Bravo, Yuening Wang, Xiao Hu, Zhanguang Zhang, Xianze Yao, Yutong Li, Zhao Zhang, Ying Wen, Ying-Cong Chen, Xiaodan Liang, Liang Lin, Bin He, Haitham Bou-Ammar, He Wang, Huazhe Xu, Jiankang Deng, Shan Luo, Shuqiang Jiang, Wei Pan, Yang Gao, Stefanos Zafeiriou, Jan Peters, Yuzheng Zhuang, Yingxue Zhang, Yan Zheng, Hongyao Tang, Jianye Hao

CoRR, September, 2025

LMAD: Integrated End-to-End Vision-Language Model for Explainable Autonomous Driving.

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

CoRR, August, 2025

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

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

CoRR, August, 2025

PaCo-FR: Patch-Pixel Aligned End-to-End Codebook Learning for Facial Representation Pre-training.

Yin Xie, Zhichao Chen, Xiaoze Yu, Yongle Zhao, Xiang An, Kaicheng Yang, Zimin Ran, Jia Guo, Ziyong Feng, Jiankang Deng

CoRR, August, 2025

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, Jiwen Lu

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

CASteer: Steering Diffusion Models for Controllable Generation.

Tatiana Gaintseva, Chengcheng Ma, Ziquan Liu, Martin Benning, Gregory G. Slabaugh, Jiankang Deng, Ismail Elezi

CoRR, March, 2025

General Force Sensation for Tactile Robot.

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

CoRR, March, 2025

RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm.

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

CoRR, February, 2025

Chirpy3D: Continuous Part Latents for Creative 3D Bird Generation.

Kam Woh Ng, Jing Yang, Jia Wei Sii, Jiankang Deng, Chee Seng Chan, Yi-Zhe Song, Tao Xiang, Xiatian Zhu

CoRR, January, 2025

OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies.

Runnan Chen, Xiangyu Sun, Zhaoqing Wang, Youquan Liu, Jiepeng Wang, Lingdong Kong, Jiankang Deng, Mingming Gong, Liang Pan, Wenping Wang, Tongliang Liu

CoRR, January, 2025

Deep active learning: A reality check.

Edrina Gashi, Jiankang Deng, Ismail Elezi

Pattern Recognit. Lett., 2025

<i>RealSyn</i>: 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, Jiankang Deng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

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, Jiankang Deng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

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

Prannay Kaul, Chengcheng Ma, Ismail Elezi, Jiankang Deng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

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, Jiankang Deng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

"Principal Components" Enable a New Language of Images.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

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, Jiankang Deng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Unlocking the Potential of Diffusion Priors in Blind Face Restoration.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

UniAttackData+: Unified Physical-Digital Attack Detection+ Challenge.

Hui Ma, Ajian Liu, Yongze Li, Chuanbiao Song, Xiao Guo, Changtao Miao, Wanyi Zhuang, Junze Zheng, Shunxin Chen, Yan Hong, Jiabao Guo, Jiankang Deng, Jun Lan, Weiqiang Wang, Tao Gong, Qi Chu, Sergio Escalera, Hugo Jair Escalante, Xiaoming Liu, Zhen Lei, Isabelle Guyon, Yanyan Liang, Jun Wan

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

ForCenNet: Foreground-Centric Network for Document Image Rectification.

Peng Cai, Qiang Li, Kaicheng Yang, Dong Guo, Jia Li, Nan Zhou, Xiang An, Ninghua Yang, Jiankang Deng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Unifying and Conquering Adversarial Attacks against Deep Face Recognition.

Jia Guo, Zhipeng Du, Jiankang Deng

Proceedings of the 19th IEEE International Conference on Automatic Face and Gesture Recognition, 2025

HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

S^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Fractal Calibration for Long-tailed Object Detection.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Unsupervised Audio-Visual Segmentation with Modality Alignment.

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

αSurf: Implicit Surface Reconstruction for Semi-Transparent and Thin Objects with Decoupled Geometry and Opacity.

Tianhao Wu, Hanxue Liang, Fangcheng Zhong, Gernot Riegler, Shimon Vainer, Jiankang Deng, A. Cengiz Öztireli

Proceedings of the International Conference on 3D Vision, 2025

2024

Transferring Annotator- and Instance-Dependent Transition Matrix for Learning From Crowds.

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

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Robotic Perception of Transparent Objects: A Review.

Jiaqi Jiang, Guanqun Cao, Jiankang Deng, Thanh-Toan Do, Shan Luo

IEEE Trans. Artif. Intell., June, 2024

Confidence-Guided Centroids for Unsupervised Person Re-Identification.

Yunqi Miao, Jiankang Deng, Guiguang Ding, Jungong Han

IEEE Trans. Inf. Forensics Secur., 2024

Uncertainty Quantification in Stereo Matching.

Wenxiao Cai, Dongting Hu, Ruoyan Yin, Jiankang Deng, Huan Fu, Wankou Yang, Mingming Gong

CoRR, 2024

Signs as Tokens: An Autoregressive Multilingual Sign Language Generator.

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

CoRR, 2024

ZeroGS: Training 3D Gaussian Splatting from Unposed Images.

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

CoRR, 2024

From Attention to Activation: Unravelling the Enigmas of Large Language Models.

Prannay Kaul, Chengcheng Ma, Ismail Elezi, Jiankang Deng

CoRR, 2024

Croc: Pretraining Large Multimodal Models with Cross-Modal Comprehension.

Yin Xie, Kaicheng Yang, Ninghua Yang, Weimo Deng, Xiangzi Dai, Tiancheng Gu, Yumeng Wang, Xiang An, Yongle Zhao, Ziyong Feng, Jiankang Deng

CoRR, 2024

High-Fidelity Facial Albedo Estimation via Texture Quantization.

Zimin Ran, Xingyu Ren, Xiang An, Kaicheng Yang, Xiangzi Dai, Ziyong Feng, Jia Guo, Linchao Zhu, Jiankang Deng

CoRR, 2024

Arc2Face: A Foundation Model of Human Faces.

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

CoRR, 2024

V_kD: Improving Knowledge Distillation using Orthogonal Projections.

Roy Miles, Ismail Elezi, Jiankang Deng

CoRR, 2024

AvatarMMC: 3D Head Avatar Generation and Editing with Multi-Modal Conditioning.

Wamiq Reyaz Para, Abdelrahman Eldesokey, Zhenyu Li, Pradyumna Reddy, Jiankang Deng, Peter Wonka

CoRR, 2024

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

Roy Miles, Pradyumna Reddy, Ismail Elezi, Jiankang Deng

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

TopoFR: A Closer Look at Topology Alignment on Face Recognition.

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Francesca Babiloni, Alexandros Lattas, Jiankang Deng, Stefanos Zafeiriou

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Unified Physical-Digital Face Attack Detection.

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

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

RWKV-CLIP: A Robust Vision-Language Representation Learner.

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SAGS: Structure-Aware 3D Gaussian Splatting.

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

Proceedings of the Computer Vision - ECCV 2024, 2024

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

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

Proceedings of the Computer Vision - ECCV 2024, 2024

Improving Face Generation Quality and Prompt Following with Synthetic Captions.

Michail Tarasiou, Stylianos Moschoglou, Jiankang Deng, Stefanos Zafeiriou

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Arc2Face: A Foundation Model for ID-Consistent Human Faces.

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

Proceedings of the Computer Vision - ECCV 2024, 2024

Multi-label Cluster Discrimination for Visual Representation Learning.

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

Proceedings of the Computer Vision - ECCV 2024, 2024

Adaptive Parametric Activation.

Konstantinos Panagiotis Alexandridis, Jiankang Deng, Anh Nguyen, Shan Luo

Proceedings of the Computer Vision - ECCV 2024, 2024

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Unified Physical-Digital Attack Detection Challenge.

Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Rethinking the Domain Gap in Near-infrared Face Recognition.

Michail Tarasiou, Jiankang Deng, Stefanos Zafeiriou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Monocular Identity-Conditioned Facial Reflectance Reconstruction.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

G3DR: Generative 3D Reconstruction in ImageNet.

Pradyumna Reddy, Ismail Elezi, Jiankang Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

$V_{k}D$: Improving Knowledge Distillation Using Orthogonal Projections.

Roy Miles, Ismail Elezi, Jiankang Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

WaveFace: Authentic Face Restoration with Efficient Frequency Recovery.

Yunqi Miao, Jiankang Deng, Jungong Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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, Zhen Lei

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Zhipeng Du, Miaojing Shi, Jiankang Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models.

Siying Cui, Jia Guo, Xiang An, Jiankang Deng, Yongle Zhao, Xinyu Wei, Ziyong Feng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Neural Sign Actors: A diffusion model for 3D sign language production from text.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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, Hang Xu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DiffSED: Sound Event Detection with Denoising Diffusion.

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Transformer-based hierarchical dynamic decoders for salient object detection.

Qingping Zheng, Ling Zheng, Jiankang Deng, Ying Li, Changjing Shang, Qiang Shen

Knowl. Based Syst., December, 2023

Linear Complexity Self-Attention With $3{\mathrm{rd}}$3 rd Order Polynomials.

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

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models.

Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu

IEEE Trans. Circuits Syst. Video Technol., September, 2023

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset.

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

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Extended $T$T: Learning With Mixed Closed-Set and Open-Set Noisy Labels.

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

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Redesigning Multi-Scale Neural Network for Crowd Counting.

Zhipeng Du, Miaojing Shi, Jiankang Deng, Stefanos Zafeiriou

IEEE Trans. Image Process., 2023

Inverse Image Frequency for Long-Tailed Image Recognition.

Konstantinos Panagiotis Alexandridis, Shan Luo, Anh Nguyen, Jiankang Deng, Stefanos Zafeiriou

IEEE Trans. Image Process., 2023

Boundary-Aware Network With Two-Stage Partial Decoders for Salient Object Detection in Remote Sensing Images.

Qingping Zheng, Ling Zheng, Yunpeng Bai, Hang Liu, Jiankang Deng, Ying Li

IEEE Trans. Geosci. Remote. Sens., 2023

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, Jie Zhou

IEEE Trans. Pattern Anal. Mach. Intell., 2023

HeadSculpt: Crafting 3D Head Avatars with Text.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DamoFD: Digging into Backbone Design on Face Detection.

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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Unicom: Universal and Compact Representation Learning for Image Retrieval.

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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

VSCHH 2023: A Benchmark for the View Synthesis Challenge of Human Heads.

Youngkyoon Jang, Jiali Zheng, Jifei Song, Helisa Dhamo, Eduardo Pérez-Pellitero, Thomas Tanay, Matteo Maggioni, Richard Shaw, Sibi Catley-Chandar, Yiren Zhou, Jiankang Deng, Ruijie Zhu, Jiahao Chang, Ziyang Song, Jiahuan Yu, Tianzhu Zhang, Khanh-Binh Nguyen, Joon-Sung Yang, Andreea Dogaru, Bernhard Egger, Heng Yu, Aarush Gupta, Joel Julin, László A. Jeni, Hyeseong Kim, Jungbin Cho, Dosik Hwang, Deukhee Lee, Doyeon Kim, Dongseong Seo, SeungJin Jeon, YoungDon Choi, Jun Seok Kang, Ahmet Cagatay Seker, Sang Chul Ahn, Ales Leonardis, Stefanos Zafeiriou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Factorized Dynamic Fully-Connected Layers for Neural Networks.

Francesca Babiloni, Thomas Tanay, Jiankang Deng, Matteo Maggioni, Stefanos Zafeiriou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ALIP: Adaptive Language-Image Pre-training with Synthetic Caption.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Holistic Label Correction for Noisy Multi-Label Classification.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spatio-temporal Prompting Network for Robust Video Feature Extraction.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Facial Geometric Detail Recovery via Implicit Representation.

Xingyu Ren, Alexandros Lattas, Baris Gecer, Jiankang Deng, Chao Ma, Xiaokang Yang

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results.

Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FitMe: Deep Photorealistic 3D Morphable Model Avatars.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Regularization of polynomial networks for image recognition.

Grigorios G. Chrysos, Bohan Wang, Jiankang Deng, Volkan Cevher

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Domain-General Crowd Counting in Unseen Scenarios.

Zhipeng Du, Jiankang Deng, Miaojing Shi

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.

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

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Polynomial Neural Networks.

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

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Weakly-Supervised Gaze Estimation from Synthetic Views.

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

CoRR, 2022

A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal.

Tao Wang, Kaihao Zhang, Xuanxi Chen, Wenhan Luo, Jiankang Deng, Tong Lu, Xiaochun Cao, Wei Liu, Hongdong Li, Stefanos Zafeiriou

CoRR, 2022

FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders.

Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Jiankang Deng, Xinchao Wang, Hakan Bilen, Yang You

CoRR, 2022

Gait Recognition in the Wild: A Benchmark.

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

CoRR, 2022

Facial Geometric Detail Recovery via Implicit Representation.

Xingyu Ren, Alexandros Lattas, Baris Gecer, Jiankang Deng, Chao Ma, Xiaokang Yang, Stefanos Zafeiriou

CoRR, 2022

Physically-Based Face Rendering for NIR-VIS Face Recognition.

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sample and Computation Redistribution for Efficient Face Detection.

Jia Guo, Jiankang Deng, Alexandros Lattas, Stefanos Zafeiriou

Proceedings of the Tenth International Conference on Learning Representations, 2022

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, Stefanos Zafeiriou

Proceedings of the Computer Vision - ECCV 2022, 2022

Perspective Reconstruction of Human Faces by Joint Mesh and Landmark Regression.

Jia Guo, Jinke Yu, Alexandros Lattas, Jiankang Deng

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Augmenting Deep Classifiers with Polynomial Neural Networks.

Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar

Proceedings of the Computer Vision - ECCV 2022, 2022

Long-Tailed Instance Segmentation Using Gumbel Optimized Loss.

Konstantinos Panagiotis Alexandridis, Jiankang Deng, Anh Nguyen, Shan Luo

Proceedings of the Computer Vision - ECCV 2022, 2022

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MogFace: Towards a Deeper Appreciation on Face Detection.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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, Tongliang Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Deep face recognition in the wild.

Jiankang Deng

PhD thesis, 2021

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

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

CoRR, 2021

Masked Face Recognition Challenge: The WebFace260M Track Report.

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

CoRR, 2021

Poly-NL: Linear Complexity Non-local Layers with Polynomials.

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

CoRR, 2021

Polynomial Networks in Deep Classifiers.

Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Yannis Panagakis

CoRR, 2021

Masked Face Recognition Challenge: The InsightFace Track Report.

Jiankang Deng, Jia Guo, Xiang An, Zheng Zhu, Stefanos Zafeiriou

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

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

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

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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, Jie Zhou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

OSTeC: One-Shot Texture Completion.

Baris Gecer, Jiankang Deng, Stefanos Zafeiriou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Variational Prototype Learning for Deep Face Recognition.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

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

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

CoRR, 2020

Π-nets: Deep Polynomial Neural Networks.

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

CoRR, 2020

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

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

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

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

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

Proceedings of the Computer Vision - ECCV 2020, 2020

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

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

Proceedings of the Computer Vision - ECCV 2020, 2020

GP-NAS: Gaussian Process Based Neural Architecture Search.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

P-nets: Deep Polynomial Neural Networks.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Joint Multi-View Face Alignment in the Wild.

Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou

IEEE Trans. Image Process., 2019

Side Information for Face Completion: A Robust PCA Approach.

Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou

IEEE Trans. Pattern Anal. Mach. Intell., 2019

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, Stefanos Zafeiriou

Int. J. Comput. Vis., 2019

RetinaFace: Single-stage Dense Face Localisation in the Wild.

Jiankang Deng, Jia Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, Stefanos Zafeiriou

CoRR, 2019

ArcFace for Disguised Face Recognition.

Jiankang Deng, Stefanos Zafeiriou

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Lightweight Face Recognition Challenge.

Jiankang Deng, Jia Guo, Debing Zhang, Yafeng Deng, Xiangju Lu, Song Shi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Single-Stage Joint Face Detection and Alignment.

Jiankang Deng, Jia Guo, Stefanos Zafeiriou

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders.

Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.

Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Spatio-temporal convolutional features with nested LSTM for facial expression recognition.

Zhenbo Yu, Guangcan Liu, Qingshan Liu, Jiankang Deng

Neurocomputing, 2018

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.

Jiankang Deng, Jia Guo, Stefanos Zafeiriou

CoRR, 2018

Cascaded Regional Spatio-Temporal Feature-Routing Networks for Video Object Detection.

Hui Shuai, Qingshan Liu, Kaihua Zhang, Jing Yang, Jiankang Deng

IEEE Access, 2018

Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation.

Yuxiang Zhou, Jiankang Deng, Stefanos Zafeiriou

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Cascade Multi-View Hourglass Model for Robust 3D Face Alignment.

Jiankang Deng, Yuxiang Zhou, Shiyang Cheng, Stefanos Zafeiriou

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition.

Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment.

Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou

Proceedings of the British Machine Vision Conference 2018, 2018

Informed Non-Convex Robust Principal Component Analysis With Features.

Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Adaptive Cascade Regression Model For Robust Face Alignment.

Qingshan Liu, Jiankang Deng, Jing Yang, Guangcan Liu, Dacheng Tao

IEEE Trans. Image Process., 2017

Robust facial landmark tracking via cascade regression.

Qingshan Liu, Jing Yang, Jiankang Deng, Kaihua Zhang

Pattern Recognit., 2017

The 3D Menpo Facial Landmark Tracking Challenge.

Stefanos Zafeiriou, Grigorios G. Chrysos, Anastasios Roussos, Evangelos Ververas, Jiankang Deng, George Trigeorgis

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

The Menpo Facial Landmark Localisation Challenge: A Step Towards the Solution.

Stefanos Zafeiriou, George Trigeorgis, Grigorios Chrysos, Jiankang Deng, Jie Shen

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

AgeDB: The First Manually Collected, In-the-Wild Age Database.

Stylianos Moschoglou, Athanasios Papaioannou, Christos Sagonas, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Marginal Loss for Deep Face Recognition.

Jiankang Deng, Yuxiang Zhou, Stefanos Zafeiriou

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Efficient χ² Kernel Linearization via Random Feature Maps.

Xiao-Tong Yuan, Zhenzhen Wang, Jiankang Deng, Qingshan Liu

IEEE Trans. Neural Networks Learn. Syst., 2016

Video Face Editing Using Temporal-Spatial-Smooth Warping.

Xiaoyan Li, Tongliang Liu, Jiankang Deng, Dacheng Tao

ACM Trans. Intell. Syst. Technol., 2016

Dual Sparse Constrained Cascade Regression for Robust Face Alignment.

Qingshan Liu, Jiankang Deng, Dacheng Tao

IEEE Trans. Image Process., 2016

FaceHunter: A multi-task convolutional neural network based face detector.

Dong Wang, Jing Yang, Jiankang Deng, Qingshan Liu

Signal Process. Image Commun., 2016

M³ CSR: Multi-view, multi-scale and multi-component cascade shape regression.

Jiankang Deng, Qingshan Liu, Jing Yang, Dacheng Tao

Image Vis. Comput., 2016

2015

基于稀疏级联回归的快速人脸配准方法及其在移动设备上的应用 (Fast Face Alignment Method Based on Sparse Cascade Regression and its Application on Mobile Devices).

Jiankang Deng, Jing Yang, Yubao Sun, Qingshan Liu

计算机科学, 2015

Low rank driven robust facial landmark regression.

Jiankang Deng, Yubao Sun, Qingshan Liu, Hanqing Lu

Neurocomputing, 2015

Hierarchical Convolutional Neural Network for Face Detection.

Dong Wang, Jing Yang, Jiankang Deng, Qingshan Liu

Proceedings of the Image and Graphics - 8th International Conference, 2015

Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression.

Jing Yang, Jiankang Deng, Kaihua Zhang, Qingshan Liu

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015