Xie, Xiaohui

41 publications

ICCV 2025 Ouroboros: Single-Step Diffusion Models for Cycle-Consistent Forward and Inverse Rendering Shanlin Sun, Yifan Wang, Hanwen Zhang, Yifeng Xiong, Qin Ren, Ruogu Fang, Xiaohui Xie, Chenyu You

NeurIPS 2025 UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View Synthesis Tung Le, Tuan Pham, Tung Nguyen, Deying Kong, Xiaohui Xie, Stephan Mandt

WACV 2024 AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie

WACV 2024 CVTHead: One-Shot Controllable Head Avatar with Vertex-Feature Transformer Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han, Xiaohui Xie

ICLR 2024 Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Thanh Tung Le, Khai Nguyen, Shanlin Sun, Kun Han, Nhat Ho, Xiaohui Xie

CPAL 2024 HRBP: Hardware-Friendly Regrouping Towards Block-Based Pruning for Sparse CNN Training Haoyu Ma, Chengming Zhang, Lizhi Xiang, Xiaolong Ma, Geng Yuan, Wenkai Zhang, Shiwei Liu, Tianlong Chen, Dingwen Tao, Yanzhi Wang, Zhangyang Wang, Xiaohui Xie

WACV 2024 Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie

CVPR 2024 Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning Tung Le, Khai Nguyen, Shanlin Sun, Nhat Ho, Xiaohui Xie

CVPR 2024 LidaRF: Delving into LiDAR for Neural Radiance Field on Street Scenes Shanlin Sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu, Xiaohui Xie, Manmohan Chandraker

CVPR 2024 MaskINT: Video Editing via Interpolative Non-Autoregressive Masked Transformers Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu, Zhipeng Fan, Yuchao Gu, Wenliang Zhao, Lior Shapira, Xiaohui Xie

WACV 2024 Self-Sampling Meta SAM: Enhancing Few-Shot Medical Image Segmentation with Meta-Learning Tianang Leng, Yiming Zhang, Kun Han, Xiaohui Xie

WACV 2023 Diffeomorphic Image Registration with Neural Velocity Field Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie

AAAI 2023 Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang

WACV 2023 Representation Recovering for Self-Supervised Pre-Training on Medical Images Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie

WACV 2022 AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong, Xiaohui Xie

CVPR 2022 EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie

ECCV 2022 Identity-Aware Hand Mesh Estimation and Personalization from RGB Images Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie

ECCV 2022 PPT: Token-Pruned Pose Transformer for Monocular and Multi-View Human Pose Estimation Haoyu Ma, Zhe Wang, Yifei Chen, Deying Kong, Liangjian Chen, Xingwei Liu, Xiangyi Yan, Hao Tang, Xiaohui Xie

ICLRW 2022 Sparse Logits Suffice to Fail Knowledge Distillation Haoyu Ma, Yifan Huang, Hao Tang, Chenyu You, Deying Kong, Xiaohui Xie

CVPR 2022 Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan, Xiaohui Xie

WACV 2021 MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie

ICCV 2021 Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie

WACV 2021 Spatial Context-Aware Self-Attention Model for Multi-Organ Segmentation Hao Tang, Xingwei Liu, Kun Han, Xiaohui Xie, Xuming Chen, Huang Qian, Yong Liu, Shanlin Sun, Narisu Bai

WACV 2021 Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie

ICLR 2021 Undistillable: Making a Nasty Teacher That CANNOT Teach Students Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang

WACV 2020 DGGAN: Depth-Image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie

ICLR 2020 Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng

WACV 2020 Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie

WACV 2020 Rotation-Invariant Mixed Graphical Model Network for 2D Hand Pose Estimation Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie

WACV 2018 DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie

WACV 2018 Structured Triplet Learning with POS-Tag Guided Attention for Visual Question Answering Zhe Wang, Xiaoyi Liu, Limin Wang, Yu Qiao, Xiaohui Xie, Charless C. Fowlkes

AAAI 2016 Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

MLJ 2012 Learning Sparse Gradients for Variable Selection and Dimension Reduction Gui-Bo Ye, Xiaohui Xie

AISTATS 2011 Efficient Variable Selection in Support Vector Machines via the Alternating Direction Method of Multipliers Gui–Bo Ye, Yifei Chen, Xiaohui Xie

NeCo 2003 Equivalence of Backpropagation and Contrastive Hebbian Learning in a Layered Network Xiaohui Xie, H. Sebastian Seung

NeurIPS 2003 Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks Justin Werfel, Xiaohui Xie, H. S. Seung

NeCo 2002 Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition Xiaohui Xie, Richard H. R. Hahnloser, H. Sebastian Seung

NeurIPS 2001 A Theory of Neural Integration in the Head-Direction System Richard Hahnloser, Xiaohui Xie, H. S. Seung

NeurIPS 2001 Generating Velocity Tuning by Asymmetric Recurrent Connections Xiaohui Xie, Martin A. Giese

NeurIPS 2000 Learning Winner-Take-All Competition Between Groups of Neurons in Lateral Inhibitory Networks Xiaohui Xie, Richard H. R. Hahnloser, H. Sebastian Seung

NeurIPS 1999 Spike-Based Learning Rules and Stabilization of Persistent Neural Activity Xiaohui Xie, H. Sebastian Seung