Ma, Lizhuang

82 publications

CVPR 2025 3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations Yating Wang, Xuan Wang, Ran Yi, Yanbo Fan, Jichen Hu, Jingcheng Zhu, Lizhuang Ma

CVPR 2025 ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting Yizhe Tang, Zhimin Sun, Yuzhen Du, Ran Yi, Guangben Lu, Teng Hu, Luying Li, Lizhuang Ma, Fangyuan Zou

AAAI 2025 DrivingForward: Feed-Forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-View Input Qijian Tian, Xin Tan, Yuan Xie, Lizhuang Ma

IJCAI 2025 EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR Zhengyuan Peng, Jianqing Xu, Shen Li, Jiazhen Ji, Yuge Huang, Jingyun Zhang, Jinmin Li, Shouhong Ding, Rizen Guo, Xin Tan, Lizhuang Ma

ICCV 2025 From Enhancement to Understanding: Build a Generalized Bridge for Low-Light Vision via Semantically Consistent Unsupervised Fine-Tuning Sen Wang, Shao Zeng, Tianjun Gu, Zhizhong Zhang, Ruixin Zhang, Shouhong Ding, Jingyun Zhang, Jun Wang, Xin Tan, Yuan Xie, Lizhuang Ma

ICCV 2025 Go to Zero: Towards Zero-Shot Motion Generation with Million-Scale Data Ke Fan, Shunlin Lu, Minyue Dai, Runyi Yu, Lixing Xiao, Zhiyang Dou, Junting Dong, Lizhuang Ma, Jingbo Wang

AAAI 2025 ID-Sculpt: ID-Aware 3D Head Generation from Single In-the-Wild Portrait Image Jinkun Hao, Junshu Tang, Jiangning Zhang, Ran Yi, Yijia Hong, Moran Li, Weijian Cao, Yating Wang, Chengjie Wang, Lizhuang Ma

CVPR 2025 Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction Teng Hu, Jiangning Zhang, Ran Yi, Jieyu Weng, Yabiao Wang, Xianfang Zeng, Zhucun Xue, Lizhuang Ma

AAAI 2025 Interacted Object Grounding in Spatio-Temporal Human-Object Interactions Xiaoyang Liu, Boran Wen, Xinpeng Liu, Zizheng Zhou, Hongwei Fan, Cewu Lu, Lizhuang Ma, Yulong Chen, Yong-Lu Li

CVPR 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery Zhengyuan Peng, Jinpeng Ma, Zhimin Sun, Ran Yi, Haichuan Song, Xin Tan, Lizhuang Ma

ICCV 2025 MV-Adapter: Multi-View Consistent Image Generation Made Easy Zehuan Huang, Yuan-Chen Guo, Haoran Wang, Ran Yi, Lizhuang Ma, Yan-Pei Cao, Lu Sheng

NeurIPS 2025 MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning Jinkun Hao, Naifu Liang, Zhen Luo, Xudong Xu, Weipeng Zhong, Ran Yi, Yichen Jin, Zhaoyang Lyu, Feng Zheng, Lizhuang Ma, Jiangmiao Pang

CVPR 2025 One-for-More: Continual Diffusion Model for Anomaly Detection Xiaofan Li, Xin Tan, Zhuo Chen, Zhizhong Zhang, Ruixin Zhang, Rizen Guo, Guanna Jiang, Yulong Chen, Yanyun Qu, Lizhuang Ma, Yuan Xie

ICCV 2025 Pinco: Position-Induced Consistent Adapter for Diffusion Transformer in Foreground-Conditioned Inpainting Guangben Lu, Yuzhen Du, Yizhe Tang, Zhimin Sun, Ran Yi, Yifan Qi, Tianyi Wang, Lizhuang Ma, Fangyuan Zou

AAAI 2025 PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan

CVPR 2025 Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection Wenbing Zhu, Lidong Wang, Ziqing Zhou, Chengjie Wang, Yurui Pan, Ruoyi Zhang, Zhuhao Chen, Linjie Cheng, Bin-Bin Gao, Jiangning Zhang, Zhenye Gan, Yuxie Wang, Yulong Chen, Shuguang Qian, Mingmin Chi, Bo Peng, Lizhuang Ma

CVPR 2025 Reconstructing In-the-Wild Open-Vocabulary Human-Object Interactions Boran Wen, Dingbang Huang, Zichen Zhang, Jiahong Zhou, Jianbin Deng, Jingyu Gong, Yulong Chen, Lizhuang Ma, Yong-Lu Li

NeurIPS 2025 SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models Pingyi Chen, Yujing Lou, Shen Cao, Jinhui Guo, Lubin Fan, Yue Wu, Lin Yang, Lizhuang Ma, Jieping Ye

ICCV 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets Yuhang Yang, Fengqi Liu, Yixing Lu, Qin Zhao, Pingyu Wu, Wei Zhai, Ran Yi, Yang Cao, Lizhuang Ma, Zheng-Jun Zha, Junting Dong

ICLR 2025 SaRA: High-Efficient Diffusion Model Fine-Tuning with Progressive Sparse Low-Rank Adaptation Teng Hu, Jiangning Zhang, Ran Yi, Hongrui Huang, Yabiao Wang, Lizhuang Ma

ICCV 2025 Stylized-Face: A Million-Level Stylized Face Dataset for Face Recognition Zhengyuan Peng, Jianqing Xu, Yuge Huang, Jinkun Hao, Shouhong Ding, Zhizhong Zhang, Xin Tan, Lizhuang Ma

ICCV 2025 SuperMat: Physically Consistent PBR Material Estimation at Interactive Rates Yijia Hong, Yuan-Chen Guo, Ran Yi, Yulong Chen, Yan-Pei Cao, Lizhuang Ma

AAAI 2024 A Theory of Non-Acyclic Generative Flow Networks Leo Maxime Brunswic, Yinchuan Li, Yushun Xu, Yijun Feng, Shangling Jui, Lizhuang Ma

CVPR 2024 BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model Yiran Song, Qianyu Zhou, Xiangtai Li, Deng-Ping Fan, Xuequan Lu, Lizhuang Ma

CVPR 2024 COTR: Compact Occupancy TRansformer for Vision-Based 3D Occupancy Prediction Qihang Ma, Xin Tan, Yanyun Qu, Lizhuang Ma, Zhizhong Zhang, Yuan Xie

AAAI 2024 Continuous Piecewise-Affine Based Motion Model for Image Animation Hexiang Wang, Fengqi Liu, Qianyu Zhou, Ran Yi, Xin Tan, Lizhuang Ma

ECCV 2024 DG-PIC: Domain Generalized Point-in-Context Learning for Point Cloud Understanding Jincen Jiang, Qianyu Zhou, Yuhang Li, Xuequan Lu, Meili Wang, Lizhuang Ma, Jian Chang, Jian Jun Zhang

AAAI 2024 Domain-Hallucinated Updating for Multi-Domain Face Anti-Spoofing Chengyang Hu, Ke-Yue Zhang, Taiping Yao, Shice Liu, Shouhong Ding, Xin Tan, Lizhuang Ma

ECCV 2024 Dropout Mixture Low-Rank Adaptation for Visual Parameters-Efficient Fine-Tuning Zhengyi Fang, Yue Wang, Ran Yi, Lizhuang Ma

ECCV 2024 FreeMotion: A Unified Framework for Number-Free Text-to-Motion Synthesis Ke Fan, Junshu Tang, Weijian Cao, Ran Yi, Moran Li, Jingyu Gong, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Lizhuang Ma

CVPR 2024 Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text Junshu Tang, Yanhong Zeng, Ke Fan, Xuheng Wang, Bo Dai, Kai Chen, Lizhuang Ma

NeurIPS 2024 PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding Jincen Jiang, Qianyu Zhou, Yuhang Li, Xinkui Zhao, Meili Wang, Lizhuang Ma, Jian Chang, Jian Jun Zhang, Xuequan Lu

CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection Xiaofan Li, Zhizhong Zhang, Xin Tan, Chengwei Chen, Yanyun Qu, Yuan Xie, Lizhuang Ma

CVPR 2024 Re-Thinking Data Availability Attacks Against Deep Neural Networks Bin Fang, Bo Li, Shuang Wu, Shouhong Ding, Ran Yi, Lizhuang Ma

CVPR 2024 Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection Chengjie Wang, Wenbing Zhu, Bin-Bin Gao, Zhenye Gan, Jiangning Zhang, Zhihao Gu, Shuguang Qian, Mingang Chen, Lizhuang Ma

CVPR 2024 Rethinking Generalizable Face Anti-Spoofing via Hierarchical Prototype-Guided Distribution Refinement in Hyperbolic Space Chengyang Hu, Ke-Yue Zhang, Taiping Yao, Shouhong Ding, Lizhuang Ma

AAAI 2024 Rethinking Reverse Distillation for Multi-Modal Anomaly Detection Zhihao Gu, Jiangning Zhang, Liang Liu, Xu Chen, Jinlong Peng, Zhenye Gan, Guannan Jiang, Annan Shu, Yabiao Wang, Lizhuang Ma

CVPR 2024 SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation Sichen Chen, Yingyi Zhang, Siming Huang, Ran Yi, Ke Fan, Ruixin Zhang, Peixian Chen, Jun Wang, Shouhong Ding, Lizhuang Ma

CVPR 2024 Test-Time Domain Generalization for Face Anti-Spoofing Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Xuequan Lu, Shouhong Ding, Lizhuang Ma

AAAI 2023 Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation Linrui Gong, Shaohui Lin, Baochang Zhang, Yunhang Shen, Ke Li, Ruizhi Qiao, Bo Ren, Muqing Li, Zhou Yu, Lizhuang Ma

AAAI 2023 CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame Yujing Lou, Zelin Ye, Yang You, Nianjuan Jiang, Jiangbo Lu, Weiming Wang, Lizhuang Ma, Cewu Lu

ICCV 2023 Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun, Shen Chen, Taiping Yao, Bangjie Yin, Ran Yi, Shouhong Ding, Lizhuang Ma

CVPR 2023 Instance-Aware Domain Generalization for Face Anti-Spoofing Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Xuequan Lu, Ran Yi, Shouhong Ding, Lizhuang Ma

ICCV 2023 LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment Zhiwei Zhang, Zhizhong Zhang, Qian Yu, Ran Yi, Yuan Xie, Lizhuang Ma

ICCV 2023 Make-It-3D: High-Fidelity 3D Creation from a Single Image with Diffusion Prior Junshu Tang, Tengfei Wang, Bo Zhang, Ting Zhang, Ran Yi, Lizhuang Ma, Dong Chen

ICCV 2023 Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu, Jiangning Zhang, Liang Liu, Ran Yi, Siqi Kou, Haokun Zhu, Xu Chen, Yabiao Wang, Chengjie Wang, Lizhuang Ma

IJCAI 2023 RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation Ke Fan, Changan Wang, Yabiao Wang, Chengjie Wang, Ran Yi, Lizhuang Ma

ICCV 2023 Remembering Normality: Memory-Guided Knowledge Distillation for Unsupervised Anomaly Detection Zhihao Gu, Liang Liu, Xu Chen, Ran Yi, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Annan Shu, Guannan Jiang, Lizhuang Ma

CVPR 2023 Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling Zhen Zhao, Zhizhong Zhang, Xin Tan, Jun Liu, Yanyun Qu, Yuan Xie, Lizhuang Ma

CVPR 2022 Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes Yang You, Zelin Ye, Yujing Lou, Chengkun Li, Yong-Lu Li, Lizhuang Ma, Weiming Wang, Cewu Lu

AAAI 2022 Comprehensive Regularization in a Bi-Directional Predictive Network for Video Anomaly Detection Chengwei Chen, Yuan Xie, Shaohui Lin, Angela Yao, Guannan Jiang, Wei Zhang, Yanyun Qu, Ruizhi Qiao, Bo Ren, Lizhuang Ma

AAAI 2022 Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection Zhihao Gu, Yang Chen, Taiping Yao, Shouhong Ding, Jilin Li, Lizhuang Ma

AAAI 2022 Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing Shice Liu, Shitao Lu, Hongyi Xu, Jing Yang, Shouhong Ding, Lizhuang Ma

ECCV 2022 Generative Domain Adaptation for Face Anti-Spoofing Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Kekai Sheng, Shouhong Ding, Lizhuang Ma

ECCV 2022 Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection Zhihao Gu, Taiping Yao, Yang Chen, Shouhong Ding, Lizhuang Ma

CVPR 2022 HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization Mengtian Li, Yuan Xie, Yunhang Shen, Bo Ke, Ruizhi Qiao, Bo Ren, Shaohui Lin, Lizhuang Ma

CVPR 2022 ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation Shaohua Guo, Liang Liu, Zhenye Gan, Yabiao Wang, Wuhao Zhang, Chengjie Wang, Guannan Jiang, Wei Zhang, Ran Yi, Lizhuang Ma, Ke Xu

CVPR 2022 LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints Junshu Tang, Zhijun Gong, Ran Yi, Yuan Xie, Lizhuang Ma

ECCV 2022 Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection Tianxue Ma, Mingwei Bi, Jian Zhang, Wang Yuan, Zhizhong Zhang, Yuan Xie, Shouhong Ding, Lizhuang Ma

ECCV 2022 Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation Jingyu Gong, Fengqi Liu, Jiachen Xu, Min Wang, Xin Tan, Zhizhong Zhang, Ran Yi, Haichuan Song, Yuan Xie, Lizhuang Ma

IJCAI 2022 Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu, Taiping Yao, Yang Chen, Ran Yi, Shouhong Ding, Lizhuang Ma

CVPR 2022 Rethinking Efficient Lane Detection via Curve Modeling Zhengyang Feng, Shaohua Guo, Xin Tan, Ke Xu, Min Wang, Lizhuang Ma

AAAI 2022 Task-Level Self-Supervision for Cross-Domain Few-Shot Learning Wang Yuan, Zhizhong Zhang, Cong Wang, Haichuan Song, Yuan Xie, Lizhuang Ma

ICCVW 2021 An End-to-End Efficient Framework for Remote Physiological Signal Sensing Chengyang Hu, Ke-Yue Zhang, Taiping Yao, Shouhong Ding, Jilin Li, Feiyue Huang, Lizhuang Ma

AAAI 2021 Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jingyu Gong, Jiachen Xu, Xin Tan, Jie Zhou, Yanyun Qu, Yuan Xie, Lizhuang Ma

CVPR 2021 Contrastive Learning for Compact Single Image Dehazing Haiyan Wu, Yanyun Qu, Shaohui Lin, Jian Zhou, Ruizhi Qiao, Zhizhong Zhang, Yuan Xie, Lizhuang Ma

IJCAI 2021 Dual Reweighting Domain Generalization for Face Presentation Attack Detection Shubao Liu, Ke-Yue Zhang, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Yuan Xie, Lizhuang Ma

CVPR 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification Xudong Tian, Zhizhong Zhang, Shaohui Lin, Yanyun Qu, Yuan Xie, Lizhuang Ma

IJCAI 2021 Learn from Concepts: Towards the Purified Memory for Few-Shot Learning Xuncheng Liu, Xudong Tian, Shaohui Lin, Yanyun Qu, Lizhuang Ma, Wang Yuan, Zhizhong Zhang, Yuan Xie

IJCAI 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation Chengwei Chen, Yuan Xie, Shaohui Lin, Ruizhi Qiao, Jian Zhou, Xin Tan, Yi Zhang, Lizhuang Ma

CVPR 2021 Omni-Supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning Jingyu Gong, Jiachen Xu, Xin Tan, Haichuan Song, Yanyun Qu, Yuan Xie, Lizhuang Ma

ICCV 2021 PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu, Qianyu Zhou, Minghao Xu, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma

ECCV 2020 Face Anti-Spoofing via Disentangled Representation Learning Ke-Yue Zhang, Taiping Yao, Jian Zhang, Ying Tai, Shouhong Ding, Jilin Li, Feiyue Huang, Haichuan Song, Lizhuang Ma

ECCV 2020 Human Correspondence Consensus for 3D Object Semantic Understanding Yujing Lou, Yang You, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu

CVPRW 2020 Knowledge Transfer Dehazing Network for NonHomogeneous Dehazing Haiyan Wu, Jing Liu, Yuan Xie, Yanyun Qu, Lizhuang Ma

CVPRW 2020 NTIRE 2020 Challenge on NonHomogeneous Dehazing Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem M. Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

AAAI 2020 Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution Yang You, Yujing Lou, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Cewu Lu, Weiming Wang

IJCAI 2020 SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with a Learnable Scene Descriptor Jiachen Xu, Jingyu Gong, Jie Zhou, Xin Tan, Yuan Xie, Lizhuang Ma

CVPRW 2020 Trident Dehazing Network Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma

CVPRW 2019 Efficient Super Resolution Using Binarized Neural Network Yinglan Ma, Hongyu Xiong, Zhe Hu, Lizhuang Ma

IJCAI 2018 DRPose3D: Depth Ranking in 3D Human Pose Estimation Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin, Lizhuang Ma

ECCV 2018 Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma