ML Anthology

He, Shengfeng

73 publications

ICML 2025 Action Dubber: Timing Audible Actions via Inflectional Flow Wenlong Wan, Weiying Zheng, Tianyi Xiang, Guiqing Li, Shengfeng He
AAAI 2025 Adversarial Attacks on Event-Based Pedestrian Detectors: A Physical Approach Guixu Lin, Muyao Niu, Qingtian Zhu, Zhengwei Yin, Zhuoxiao Li, Shengfeng He, Yinqiang Zheng
IJCAI 2025 Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning Hao Tang, Shengfeng He, Jing Qin
ICCV 2025 Cross-Subject Mind Decoding from Inaccurate Representations Yangyang Xu, Bangzhen Liu, Wenqi Shao, Yong Du, Shengfeng He, Tingting Zhu
AAAI 2025 Dr. Tongue: Sign-Oriented Multi-Label Detection for Remote Tongue Diagnosis Yiliang Chen, Steven SC Ho, Cheng Xu, Yao Jie Xie, Wing-Fai Yeung, Shengfeng He, Jing Qin
ICCV 2025 Instance-Level Video Depth in Groups Beyond Occlusions Yuan Liang, Yang Zhou, Ziming Sun, Tianyi Xiang, Guiqing Li, Shengfeng He
ICML 2025 Instruct2See: Learning to Remove Any Obstructions Across Distributions Junhang Li, Yu Guo, Chuhua Xian, Shengfeng He
NeurIPS 2025 Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding Kaixiang Huang, Qifeng Zhang, Jin Wang, Jingru Yang, Yang Zhou, Huan Yu, Guodong Lu, Shengfeng He
CVPR 2025 Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation Jiaxin Cai, Jingze Su, Qi Li, Wenjie Yang, Shu Wang, Tiesong Zhao, Shengfeng He, Wenxi Liu
CVPR 2025 Knowledge Bridger: Towards Training-Free Missing Modality Completion Guanzhou Ke, Shengfeng He, Xiaoli Wang, Bo Wang, Guoqing Chao, Yuanyang Zhang, Yi Xie, Hexing Su
TMLR 2025 Let Your Light Shine: Foreground Portrait Matting via Deep Flash Priors Tianyi Xiang, Yangyang Xu, Qingxuan Hu, Chenyi Zi, Nanxuan Zhao, Junle Wang, Shengfeng He
CVPR 2025 MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining Shanglin Liu, Jianming Lv, Jingdan Kang, Huaidong Zhang, Zequan Liang, Shengfeng He
NeurIPS 2025 Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection Yu Guo, Shengfeng He, Yuxu Lu, Haonan An, Yihang Tao, Huilin Zhu, Jingxian Liu, Yuguang Fang
CVPR 2025 NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting Yulong Zheng, Zicheng Jiang, Shengfeng He, Yandu Sun, Junyu Dong, Huaidong Zhang, Yong Du
AAAI 2025 Occlusion-Insensitive Talking Head Video Generation via Facelet Compensation Yuhui Deng, Yuqin Lu, Yangyang Xu, Yongwei Nie, Shengfeng He
ICCV 2025 OmniVTON: Training-Free Universal Virtual Try-on Zhaotong Yang, Yuhui Li, Shengfeng He, Xinzhe Li, Yangyang Xu, Junyu Dong, Yong Du
AAAI 2025 PersonaMagic: Stage-Regulated High-Fidelity Face Customization with Tandem Equilibrium Xinzhe Li, Jiahui Zhan, Shengfeng He, Yangyang Xu, Junyu Dong, Huaidong Zhang, Yong Du
ICLR 2025 RecDreamer: Consistent Text-to-3D Generation via Uniform Score Distillation Chenxi Zheng, Yihong Lin, Bangzhen Liu, Xuemiao Xu, Yongwei Nie, Shengfeng He
NeurIPS 2025 Registration Is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection Yuyang Yu, Zhengwei Chen, Xuemiao Xu, Lei Zhang, Haoxin Yang, Yongwei Nie, Shengfeng He
NeurIPS 2025 Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking Zihan Su, Xuerui Qiu, Hongbin Xu, Tangyu Jiang, Jun-hao Zhuang, Chun Yuan, Ming Li, Shengfeng He, Fei Yu
ICCV 2025 Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification Tuo Xiang, Xuemiao Xu, Bangzhen Liu, Jinyi Li, Yong Li, Shengfeng He
ICCV 2025 Stable Score Distillation Haiming Zhu, Yangyang Xu, Chenshu Xu, Tingrui Shen, Wenxi Liu, Yong Du, Jun Yu, Shengfeng He
NeurIPS 2025 StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models Haoxin Yang, Bangzhen Liu, Xuemiao Xu, Cheng Xu, Yuyang Yu, Zikai Huang, Yi Wang, Shengfeng He
ICCV 2025 Stroke2Sketch: Harnessing Stroke Attributes for Training-Free Sketch Generation Rui Yang, Huining Li, Yiyi Long, Xiaojun Wu, Shengfeng He
TMLR 2025 Teaching Diffusion Models to Ground Alpha Matte Tianyi Xiang, Weiying Zheng, Yutao Jiang, Tingrui Shen, Hewei Yu, Yangyang Xu, Shengfeng He
ICCV 2025 ViewSRD: 3D Visual Grounding via Structured Multi-View Decomposition Ronggang Huang, Haoxin Yang, Yan Cai, Xuemiao Xu, Huaidong Zhang, Shengfeng He
ECCV 2024 Beat-It: Beat-Synchronized Multi-Condition 3D Dance Generation Zikai Huang, Xuemiao Xu, Cheng Xu, Huaidong Zhang, Chenxi Zheng, Jing Qin, Shengfeng He
CVPR 2024 Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples Yuyang Yu, Bangzhen Liu, Chenxi Zheng, Xuemiao Xu, Huaidong Zhang, Shengfeng He
CVPR 2024 D3still: Decoupled Differential Distillation for Asymmetric Image Retrieval Yi Xie, Yihong Lin, Wenjie Cai, Xuemiao Xu, Huaidong Zhang, Yong Du, Shengfeng He
AAAI 2024 Delving into Multimodal Prompting for Fine-Grained Visual Classification Xin Jiang, Hao Tang, Junyao Gao, Xiaoyu Du, Shengfeng He, Zechao Li
CVPR 2024 Drag Your Noise: Interactive Point-Based Editing via Diffusion Semantic Propagation Haofeng Liu, Chenshu Xu, Yifei Yang, Lihua Zeng, Shengfeng He
WACV 2024 Glance to Count: Learning to Rank with Anchors for Weakly-Supervised Crowd Counting Zheng Xiong, Liangyu Chai, Wenxi Liu, Yongtuo Liu, Sucheng Ren, Shengfeng He
CVPR 2024 Learning with Unreliability: Fast Few-Shot Voxel Radiance Fields with Relative Geometric Consistency Yingjie Xu, Bangzhen Liu, Hao Tang, Bailin Deng, Shengfeng He
ECCV 2024 OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo, Yuan Gao, Yuxu Lu, Huilin Zhu, Wen Liu, Shengfeng He
ECCV 2024 RePOSE: 3D Human Pose Estimation via Spatio-Temporal Depth Relational Consistency Ziming Sun, Yuan Liang, Zejun Ma, Tianle Zhang, Linchao Bao, Guiqing Li, Shengfeng He
CVPR 2024 Rethinking Multi-View Representation Learning via Distilled Disentangling Guanzhou Ke, Bo Wang, Xiaoli Wang, Shengfeng He
ECCV 2024 Zero-Shot Object Counting with Good Exemplars Huilin Zhu, Jingling Yuan, Zhengwei Yang, Yu Guo, Xian Zhong, Zheng Wang, Shengfeng He
ICCV 2023 CIRI: Curricular Inactivation for Residue-Aware One-Shot Video Inpainting Weiying Zheng, Cheng Xu, Xuemiao Xu, Wenxi Liu, Shengfeng He
CVPR 2023 Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing Yu Zheng, Jiahui Zhan, Shengfeng He, Junyu Dong, Yong Du
ICCV 2023 Deep Video Demoireing via Compact Invertible Dyadic Decomposition Yuhui Quan, Haoran Huang, Shengfeng He, Ruotao Xu
ICCV 2023 Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion Yutao Jiang, Yang Zhou, Yuan Liang, Wenxi Liu, Jianbo Jiao, Yuhui Quan, Shengfeng He
AAAI 2023 Layout Generation as Intermediate Action Sequence Prediction Huiting Yang, Danqing Huang, Chin-Yew Lin, Shengfeng He
CVPRW 2023 NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang, Yongcheng Jing, Bilel Benjdira, Anas M. Ali, Anis Koubaa, Hao-Hsiang Yang, I-Hsiang Chen, Wei-Ting Chen, Zhi-Kai Huang, Yi-Chung Chen, Chia-Hsuan Hsieh, Hua-En Chang, Yuan-Chun Chiang, Sy-Yen Kuo, Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren, Trung Hoang, Haichuan Zhang, Amirsaeed Yazdani, Vishal Monga, Lehan Yang, Alex Jiahao Wu, Tiancheng Mai, Xiaofeng Cong, Xuemeng Yin, Xuefei Yin, Hazim Emad, Ahmed Abdallah, Yahya Yasser, Dalia Elshahat, Esraa Elbaz, Zhan Li, Wenqing Kuang, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Zhao Zhang, Yanyan Wei, Junhu Wang, Suiyi Zhao, Huan Zheng, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Kui Jiang, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
ICCV 2023 RIGID: Recurrent GAN Inversion and Editing of Real Face Videos Yangyang Xu, Shengfeng He, Kwan-Yee K. Wong, Ping Luo
CVPRW 2023 SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren
CVPR 2023 Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval Yi Xie, Huaidong Zhang, Xuemiao Xu, Jianqing Zhu, Shengfeng He
CVPR 2023 Where Is My Spot? Few-Shot Image Generation via Latent Subspace Optimization Chenxi Zheng, Bangzhen Liu, Huaidong Zhang, Xuemiao Xu, Shengfeng He
CVPR 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie
CVPR 2022 Co-Advise: Cross Inductive Bias Distillation Sucheng Ren, Zhengqi Gao, Tianyu Hua, Zihui Xue, Yonglong Tian, Shengfeng He, Hang Zhao
ECCV 2022 Editing Out-of-Domain GAN Inversion via Differential Activations Haorui Song, Yong Du, Tianyi Xiang, Junyu Dong, Jing Qin, Shengfeng He
CVPR 2022 Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations Zhixuan Zhong, Liangyu Chai, Yang Zhou, Bailin Deng, Jia Pan, Shengfeng He
CVPR 2022 High-Resolution Face Swapping via Latent Semantics Disentanglement Yangyang Xu, Bailin Deng, Junle Wang, Yanqing Jing, Jia Pan, Shengfeng He
CVPR 2022 Shunted Self-Attention via Multi-Scale Token Aggregation Sucheng Ren, Daquan Zhou, Shengfeng He, Jiashi Feng, Xinchao Wang
CVPR 2021 Delving Deep into Many-to-Many Attention for Few-Shot Video Object Segmentation Haoxin Chen, Hanjie Wu, Nanxuan Zhao, Sucheng Ren, Shengfeng He
CVPR 2021 Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes Huiting Yang, Liangyu Chai, Qiang Wen, Shuang Zhao, Zixun Sun, Shengfeng He
ICCV 2021 From Contexts to Locality: Ultra-High Resolution Image Segmentation via Locality-Aware Contextual Correlation Qi Li, Weixiang Yang, Wenxi Liu, Yuanlong Yu, Shengfeng He
ICCV 2021 From Continuity to Editability: Inverting GANs with Consecutive Images Yangyang Xu, Yong Du, Wenpeng Xiao, Xuemiao Xu, Shengfeng He
CVPR 2021 Learning from the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading Sucheng Ren, Yong Du, Jianming Lv, Guoqiang Han, Shengfeng He
CVPR 2021 Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation Weixiang Yang, Qi Li, Wenxi Liu, Yuanlong Yu, Yuexin Ma, Shengfeng He, Jia Pan
CVPR 2021 Reciprocal Transformations for Unsupervised Video Object Segmentation Sucheng Ren, Wenxi Liu, Yongtuo Liu, Haoxin Chen, Guoqiang Han, Shengfeng He
CVPR 2021 Spatially-Invariant Style-Codes Controlled Makeup Transfer Han Deng, Chu Han, Hongmin Cai, Guoqiang Han, Shengfeng He
AAAI 2020 GDFace: Gated Deformation for Multi-View Face Image Synthesis Xuemiao Xu, Keke Li, Cheng Xu, Shengfeng He
ECCV 2020 TENet: Triple Excitation Network for Video Salient Object Detection Sucheng Ren, Chu Han, Xin Yang, Guoqiang Han, Shengfeng He
NeurIPS 2018 Active Matting Xin Yang, Ke Xu, Shaozhe Chen, Shengfeng He, Baocai Yin Yin, Rynson Lau
ICCV 2017 Delving into Salient Object Subitizing and Detection Shengfeng He, Jianbo Jiao, Xiaodan Zhang, Guoqiang Han, Rynson W.H. Lau
CVPR 2017 DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal Liangqiong Qu, Jiandong Tian, Shengfeng He, Yandong Tang, Rynson W. H. Lau
CVPRW 2017 FormResNet: Formatted Residual Learning for Image Restoration Jianbo Jiao, Wei-Chih Tu, Shengfeng He, Rynson W. H. Lau
IJCAI 2017 Learning to Hallucinate Face Images via Component Generation and Enhancement Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang
CVPR 2016 Exemplar-Driven Top-Down Saliency Detection via Deep Association Shengfeng He, Rynson W.H. Lau, Qingxiong Yang
CVPR 2016 Real-Time Salient Object Detection with a Minimum Spanning Tree Wei-Chih Tu, Shengfeng He, Qingxiong Yang, Shao-Yi Chien
ICCV 2015 Oriented Object Proposals Shengfeng He, Rynson W.H. Lau
ECCV 2014 Saliency Detection with Flash and No-Flash Image Pairs Shengfeng He, Rynson W. H. Lau
CVPR 2013 Visual Tracking via Locality Sensitive Histograms Shengfeng He, Qingxiong Yang, Rynson W.H. Lau, Jiang Wang, Ming-Hsuan Yang