Gao, Shenghua

53 publications

ICLR 2025 3D StreetUnveiler with Semantic-Aware 2DGS - A Simple Baseline Jingwei Xu, Yikai Wang, Yiqun Zhao, Yanwei Fu, Shenghua Gao

ICCV 2025 FreeSplatter: Pose-Free Gaussian Splatting for Sparse-View 3D Reconstruction Jiale Xu, Shenghua Gao, Ying Shan

CVPR 2025 HERA: Hybrid Explicit Representation for Ultra-Realistic Head Avatars Hongrui Cai, Yuting Xiao, Xuan Wang, Jiafei Li, Yudong Guo, Yanbo Fan, Shenghua Gao, Juyong Zhang

WACV 2025 MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning Chenyu Wang, Weixin Luo, Sixun Dong, Xiaohua Xuan, Zhengxin Li, Lin Ma, Shenghua Gao

CVPR 2025 Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties Wenqiao Li, Bozhong Zheng, Xiaohao Xu, Jinye Gan, Fading Lu, Xiang Li, Na Ni, Zheng Tian, Xiaonan Huang, Shenghua Gao, Yingna Wu

CVPR 2025 Scaling Mesh Generation via Compressive Tokenization Haohan Weng, Zibo Zhao, Biwen Lei, Xianghui Yang, Jian Liu, Zeqiang Lai, Zhuo Chen, Yuhong Liu, Jie Jiang, Chunchao Guo, Tong Zhang, Shenghua Gao, C.L. Philip Chen

ECCV 2024 MeshSegmenter: Zero-Shot Mesh Segmentation via Texture Synthesis Ziming Zhong, Yanyu Xu, Jing Li, Jiale Xu, Zhengxin Li, Chaohui Yu, Shenghua Gao

WACV 2024 TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding Shuo Wang, Jing Li, Zibo Zhao, Dongze Lian, Binbin Huang, Xiaomei Wang, Zhengxin Li, Shenghua Gao

CVPR 2024 Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and a Self-Supervised Learning Network Wenqiao Li, Xiaohao Xu, Yao Gu, Bozhong Zheng, Shenghua Gao, Yingna Wu

CVPR 2023 Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu, Xintao Wang, Weihao Cheng, Yan-Pei Cao, Ying Shan, Xiaohu Qie, Shenghua Gao

AAAI 2023 Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation Chunlin Yu, Ye Shi, Zimo Liu, Shenghua Gao, Jingya Wang

ICCV 2023 LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation Yihao Zhi, Xiaodong Cun, Xuelin Chen, Xi Shen, Wen Guo, Shaoli Huang, Shenghua Gao

NeurIPS 2023 Michelangelo: Conditional 3D Shape Generation Based on Shape-Image-Text Aligned Latent Representation Zibo Zhao, Wen Liu, Xin Chen, Xianfang Zeng, Rui Wang, Pei Cheng, Bin Fu, Tao Chen, Gang Yu, Shenghua Gao

CVPR 2023 PlaneDepth: Self-Supervised Depth Estimation via Orthogonal Planes Ruoyu Wang, Zehao Yu, Shenghua Gao

CVPR 2023 Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos Sixun Dong, Huazhang Hu, Dongze Lian, Weixin Luo, Yicheng Qian, Shenghua Gao

ICLR 2022 AS-MLP: An Axial Shifted MLP Architecture for Vision Dongze Lian, Zehao Yu, Xing Sun, Shenghua Gao

CVPR 2022 DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao

CVPR 2022 SVIP: Sequence VerIfication for Procedures in Videos Yicheng Qian, Weixin Luo, Dongze Lian, Xu Tang, Peilin Zhao, Shenghua Gao

CVPR 2022 TransRAC: Encoding Multi-Scale Temporal Correlation with Transformers for Repetitive Action Counting Huazhang Hu, Sixun Dong, Yiqun Zhao, Dongze Lian, Zhengxin Li, Shenghua Gao

ECCV 2022 UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation Shenhan Qian, Jiale Xu, Ziwei Liu, Liqian Ma, Shenghua Gao

AAAI 2021 Amodal Segmentation Based on Visible Region Segmentation and Shape Prior Yuting Xiao, Yanyu Xu, Ziming Zhong, Weixin Luo, Jiawei Li, Shenghua Gao

AAAI 2021 Appearance-Motion Memory Consistency Network for Video Anomaly Detection Ruichu Cai, Hao Zhang, Wen Liu, Shenghua Gao, Zhifeng Hao

ICCV 2021 Crowd Counting with Partial Annotations in an Image Yanyu Xu, Ziming Zhong, Dongze Lian, Jing Li, Zhengxin Li, Xinxing Xu, Shenghua Gao

AAAI 2021 KGDet: Keypoint-Guided Fashion Detection Shenhan Qian, Dongze Lian, Binqiang Zhao, Tong Liu, Bohui Zhu, Hai Li, Shenghua Gao

CVPR 2021 Layout-Guided Novel View Synthesis from a Single Indoor Panorama Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao

CVPR 2021 Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang, Shenghua Gao

CVPR 2021 Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding Binbin Huang, Dongze Lian, Weixin Luo, Shenghua Gao

CVPR 2021 Prior Based Human Completion Zibo Zhao, Wen Liu, Yanyu Xu, Xianing Chen, Weixin Luo, Lei Jin, Bohui Zhu, Tong Liu, Binqiang Zhao, Shenghua Gao

ICCV 2021 Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates Shenhan Qian, Zhi Tu, Yihao Zhi, Wen Liu, Shenghua Gao

ECCV 2020 Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao

ECCV 2020 P²Net: Patch-Match and Plane-Regularization for Unsupervised Indoor Depth Estimation Zehao Yu, Lei Jin, Shenghua Gao

NeurIPS 2020 SIRI: Spatial Relation Induced Network for Spatial Description Resolution Peiyao Wang, Weixin Luo, Yanyu Xu, Haojie Li, Shugong Xu, Jianyu Yang, Shenghua Gao

ECCV 2020 Structured3D: A Large Photo-Realistic Dataset for Structured 3D Modeling Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou

ICLR 2020 Towards Fast Adaptation of Neural Architectures with Meta Learning Dongze Lian, Yin Zheng, Yintao Xu, Yanxiong Lu, Leyu Lin, Peilin Zhao, Junzhou Huang, Shenghua Gao

IJCAI 2019 Margin Learning Embedded Prediction for Video Anomaly Detection with a Few Anomalies Wen Liu, Weixin Luo, Zhengxin Li, Peilin Zhao, Shenghua Gao

AAAI 2019 RGBD Based Gaze Estimation via Multi-Task CNN Dongze Lian, Ziheng Zhang, Weixin Luo, Lina Hu, Minye Wu, Zechao Li, Jingyi Yu, Shenghua Gao

ECCV 2018 Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane Hao Cheng, Dongze Lian, Shenghua Gao, Yanlin Geng

ECCV 2018 Saliency Detection in 360° Videos Ziheng Zhang, Yanyu Xu, Jingyi Yu, Shenghua Gao

ICCV 2017 A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework Weixin Luo, Wen Liu, Shenghua Gao

IJCAI 2017 Beyond Universal Saliency: Personalized Saliency Prediction with Multi-Task CNN Yanyu Xu, Nianyi Li, Junru Wu, Jingyi Yu, Shenghua Gao

CVPR 2017 Improving Training of Deep Neural Networks via Singular Value Bounding Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu

IJCAI 2017 Locality Constrained Deep Supervised Hashing for Image Retrieval Hao Zhu, Shenghua Gao

ECCV 2016 Bi-Level Multi-Column Convolutional Neural Networks for Facial Landmark Point Detection Yanyu Xu, Shenghua Gao

ECCVW 2016 Bi-Level Multi-Column Convolutional Neural Networks for Facial Landmark Point Detection Yanyu Xu, Shenghua Gao

AAAI 2016 Cold-Start Heterogeneous-Device Wireless Localization Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chen-Chuan Chang

CVPR 2016 Progressively Parsing Interactional Objects for Fine Grained Action Detection Bingbing Ni, Xiaokang Yang, Shenghua Gao

CVPR 2016 Single-Image Crowd Counting via Multi-Column Convolutional Neural Network Yingying Zhang, Desen Zhou, Siqin Chen, Shenghua Gao, Yi Ma

ECCV 2014 Efficient Sparsity Estimation via Marginal-Lasso Coding Tzu-Yi Hung, Jiwen Lu, Yap-Peng Tan, Shenghua Gao

CVPR 2013 Learning by Associating Ambiguously Labeled Images Zinan Zeng, Shijie Xiao, Kui Jia, Tsung-Han Chan, Shenghua Gao, Dong Xu, Yi Ma

ECCV 2012 Learning Class-to-Image Distance via Large Margin and L1-Norm Regularization Zhengxiang Wang, Shenghua Gao, Liang-Tien Chia

CVPR 2011 Multi-Layer Group Sparse Coding - For Concurrent Image Classification and Annotation Shenghua Gao, Liang-Tien Chia, Ivor Wai-Hung Tsang

ECCV 2010 Kernel Sparse Representation for Image Classification and Face Recognition Shenghua Gao, Ivor Wai-Hung Tsang, Liang-Tien Chia

CVPR 2010 Local Features Are Not Lonely - Laplacian Sparse Coding for Image Classification Shenghua Gao, Ivor Wai-Hung Tsang, Liang-Tien Chia, Peilin Zhao