Pseudo-Plane Regularized Signed Distance Field for Neural Indoor Scene Reconstruction. - Li, Jing; Yu, Jinpeng; Wang, Ruoyu; Gao, Shenghua (Int. J. Comput. Vis., 2025)

NesT-NABind: a Nested Transformer for Nucleic Acid-Binding Site Prediction on Protein Surface. - Ma, Xinyue; Li, Fenglei; Chen, Qianyu; Gao, Shenghua; Bai, Fang (J. Chem. Inf. Model., 2025)

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

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

Scaling Mesh Generation via Compressive Tokenization. - Weng, Haohan; Zhao, Zibo; Lei, Biwen; Yang, Xianghui; Liu, Jian; Lai, Zeqiang; Chen, Zhuo; Liu, Yuhong; Jiang, Jie; Guo, Chunchao; Zhang, Tong; Gao, Shenghua; et al. (2025)

3D StreetUnveiler with Semantic-aware 2DGS - a simple baseline. - Xu, Jingwei; Wang, Yikai; Zhao, Yiqun; Fu, Yanwei; Gao, Shenghua (2025)

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

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs. - Yeh, Chun-Hsiao; Wang, Chenyu; Tong, Shengbang; Cheng, Ta Ying; Wang, Ruoyu; Chu, Tianzhe; Zhai, Yuexiang; Chen, Yubei; Gao, Shenghua; Ma, Yi (CoRR, 2025)

Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated Videos. - Wang, Ruoyu; Ma, Yi; Gao, Shenghua (CoRR, 2025)

Mesh Silksong: Auto-Regressive Mesh Generation as Weaving Silk. - Song, Gaochao; Zhao, Zibo; Weng, Haohan; Zeng, Jingbo; Jia, Rongfei; Gao, Shenghua (CoRR, 2025)

Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation. - Li, Jing; Zhou, Kang; Qian, Shenhan; Li, Wen; Duan, Lixin; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DebSDF: Delving Into the Details and Bias of Neural Indoor Scene Reconstruction. - Xiao, Yuting; Xu, Jingwei; Yu, Zehao; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

High-Level Feature Guided Decoding for Semantic Segmentation. - Huang, Ye; Kang, Di; Gao, Shenghua; Li, Wen; Duan, Lixin (IEEE Trans. Circuits Syst. Video Technol., 2024)

Anatomical Prior and Inter-Slice Consistency for Semi-Supervised Vertebral Structure Detection in 3D Ultrasound Volume. - Zeng, Hongye; Zhou, Kang; Ge, Songhan; Gao, Yuchong; Zhao, Jianhao; Gao, Shenghua; Zheng, Rui (IEEE J. Biomed. Health Informatics, 2024)

RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation. - Zhao, Yiqun; Zhao, Zibo; Li, Jing; Dong, Sixun; Gao, Shenghua (2024)

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

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

HeroMaker: Human-centric Video Editing with Motion Priors. - Liu, Shiyu; Zhao, Zibo; Zhi, Yihao; Zhao, Yiqun; Huang, Binbin; Wang, Shuo; Wang, Ruoyu; Xuan, Michael; Li, Zhengxin; Gao, Shenghua (2024)

GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated Transformer. - Yu, Jinpeng; Huang, Binbin; Zhang, Yuxuan; Li, Huaxia; Tang, Xu; Gao, Shenghua (2024)

2D Gaussian Splatting for Geometrically Accurate Radiance Fields. - Huang, Binbin; Yu, Zehao; Chen, Anpei; Geiger, Andreas; Gao, Shenghua (2024)

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

MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning. - Wang, Chenyu; Luo, Weixin; Chen, Qianyu; Mai, Haonan; Guo, Jindi; Dong, Sixun; Xuan, Xiaohua; Li, Zhengxin; Ma, Lin; Gao, Shenghua (CoRR, 2024)

Bridging 3D Gaussian and Mesh for Freeview Video Rendering. - Xiao, Yuting; Wang, Xuan; Li, Jiafei; Cai, Hongrui; Fan, Yanbo; Xue, Nan; Yang, Minghui; Shen, Yujun; Gao, Shenghua (CoRR, 2024)

2D Gaussian Splatting for Geometrically Accurate Radiance Fields. - Huang, Binbin; Yu, Zehao; Chen, Anpei; Geiger, Andreas; Gao, Shenghua (CoRR, 2024)

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models. - Xu, Jiale; Cheng, Weihao; Gao, Yiming; Wang, Xintao; Gao, Shenghua; Shan, Ying (CoRR, 2024)

3D StreetUnveiler with Semantic-Aware 2DGS. - Xu, Jingwei; Wang, Yikai; Zhao, Yiqun; Fu, Yanwei; Gao, Shenghua (CoRR, 2024)

FCA-RAC: First Cycle Annotated Repetitive Action Counting. - Lu, Jiada; Zhou, Weiwei; Qian, Xiang; Lian, Dongze; Xu, Yanyu; Wang, Weifeng; Cao, Lina; Gao, Shenghua (CoRR, 2024)

MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis. - Zhong, Ziming; Xu, Yanxu; Li, Jing; Xu, Jiale; Li, Zhengxin; Yu, Chaohui; Gao, Shenghua (CoRR, 2024)

Surfel-based Gaussian Inverse Rendering for Fast and Relightable Dynamic Human Reconstruction from Monocular Video. - Zhao, Yiqun; Wu, Chenming; Huang, Binbin; Zhi, Yihao; Zhao, Chen; Wang, Jingdong; Gao, Shenghua (CoRR, 2024)

GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated Transformer. - Yu, Jinpeng; Huang, Binbin; Zhang, Yuxuan; Li, Huaxia; Tang, Xu; Gao, Shenghua (CoRR, 2024)

Space-time 2D Gaussian Splatting for Accurate Surface Reconstruction under Complex Dynamic Scenes. - Wang, Shuo; Huang, Binbin; Wang, Ruoyu; Gao, Shenghua (CoRR, 2024)

CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM. - Xu, Jingwei; Wang, Chenyu; Zhao, Zibo; Liu, Wen; Ma, Yi; Gao, Shenghua (CoRR, 2024)

Scaling Mesh Generation via Compressive Tokenization. - Weng, Haohan; Zhao, Zibo; Lei, Biwen; Yang, Xianghui; Liu, Jian; Lai, Zeqiang; Chen, Zhuo; Liu, Yuhong; Jiang, Jie; Guo, Chunchao; Zhang, Tong; Gao, Shenghua; et al. (CoRR, 2024)

FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction. - Xu, Jiale; Gao, Shenghua; Shan, Ying (CoRR, 2024)

Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties. - Li, Wenqiao; Zheng, Bozhong; Xu, Xiaohao; Gan, Jinye; Lu, Fading; Li, Xiang; Ni, Na; Tian, Zheng; Huang, Xiaonan; Gao, Shenghua; Wu, Yingna (CoRR, 2024)

Lifelong Person Re-identification via Knowledge Refreshing and Consolidation. - Yu, Chunlin; Shi, Ye; Liu, Zimo; Gao, Shenghua; Wang, Jingya (2023)

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

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

PlaneDepth: Self-Supervised Depth Estimation via Orthogonal Planes. - Wang, Ruoyu; Yu, Zehao; Gao, Shenghua (2023)

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

Revisiting Event-Based Video Frame Interpolation. - Chen, Jiaben; Zhu, Yichen; Lian, Dongze; Yang, Jiaqi; Wang, Yifu; Zhang, Renrui; Liu, Xinhang; Qian, Shenhan; Kneip, Laurent; Gao, Shenghua (2023)

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

P2SDF for Neural Indoor Scene Reconstruction. - Li, Jing; Yu, Jinpeng; Wang, Ruoyu; Li, Zhengxin; Zhang, Zhengyu; Cao, Lina; Gao, Shenghua (CoRR, 2023)

HFGD: High-level Feature Guided Decoder for Semantic Segmentation. - Huang, Ye; Kang, Di; Gao, Shenghua; Li, Wen; Duan, Lixin (CoRR, 2023)

Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos. - Dong, Sixun; Hu, Huazhang; Lian, Dongze; Luo, Weixin; Qian, Yicheng; Gao, Shenghua (CoRR, 2023)

Omni-Line-of-Sight Imaging for Holistic Shape Reconstruction. - Huang, Binbin; Peng, Xingyue; Shen, Siyuan; Xia, Suan; Li, Ruiqian; Yu, Yanhua; Wang, Yuehan; Gao, Shenghua; Chen, Wenzheng; Li, Shiying; Yu, Jingyi (CoRR, 2023)

InstructP2P: Learning to Edit 3D Point Clouds with Text Instructions. - Xu, Jiale; Wang, Xintao; Cao, Yan-Pei; Cheng, Weihao; Shan, Ying; Gao, Shenghua (CoRR, 2023)

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

Revisiting Event-based Video Frame Interpolation. - Chen, Jiaben; Zhu, Yichen; Lian, Dongze; Yang, Jiaqi; Wang, Yifu; Zhang, Renrui; Liu, Xinhang; Qian, Shenhan; Kneip, Laurent; Gao, Shenghua (CoRR, 2023)

DebSDF: Delving into the Details and Bias of Neural Indoor Scene Reconstruction. - Xiao, Yuting; Xu, Jingwei; Yu, Zehao; Gao, Shenghua (CoRR, 2023)

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

RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation. - Zhao, Yiqun; Zhao, Zibo; Li, Jing; Dong, Sixun; Gao, Shenghua (CoRR, 2023)

TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding. - Wang, Shuo; Li, Jing; Zhao, Zibo; Lian, Dongze; Huang, Binbin; Wang, Xiaomei; Li, Zhengxin; Gao, Shenghua (CoRR, 2023)

Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network. - Li, Wenqiao; Xu, Xiaohao; Gu, Yao; Zheng, Bozhong; Gao, Shenghua; Wu, Yingna (CoRR, 2023)

Liquid Warping GAN With Attention: A Unified Framework for Human Image Synthesis. - Liu, Wen; Piao, Zhixin; Tu, Zhi; Luo, Wenhan; Ma, Lin; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Spherical DNNs and Their Applications in 360$^°$∘ Images and Videos. - Xu, Yanyu; Zhang, Ziheng; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Future Frame Prediction Network for Video Anomaly Detection. - Luo, Weixin; Liu, Wen; Lian, Dongze; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Locating and Counting Heads in Crowds With a Depth Prior. - Lian, Dongze; Chen, Xianing; Li, Jing; Luo, Weixin; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. - Zhou, Kang; Li, Jing; Luo, Weixin; Li, Zhengxin; Yang, Jianlong; Fu, Huazhu; Cheng, Jun; Liu, Jiang; Gao, Shenghua (IEEE Trans. Medical Imaging, 2022)

Chest X-Ray Diagnostic Quality Assessment: How Much Is Pixel-Wise Supervision Needed? - Hu, Junhao; Zhang, Chenyang; Zhou, Kang; Gao, Shenghua (IEEE Trans. Medical Imaging, 2022)

Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. - Chen, Jin; Wu, Xinxiao; Duan, Lixin; Gao, Shenghua (IEEE Trans. Neural Networks Learn. Syst., 2022)

Memorizing Structure-Texture Correspondence for Image Anomaly Detection. - Zhou, Kang; Li, Jing; Xiao, Yuting; Yang, Jianlong; Cheng, Jun; Liu, Wen; Luo, Weixin; Liu, Jiang; Gao, Shenghua (IEEE Trans. Neural Networks Learn. Syst., 2022)

Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces. - Zhi, Yihao; Qian, Shenhan; Yan, Xinhao; Gao, Shenghua (2022)

HaViT: Hybrid-Attention Based Vision Transformer for Video Classification. - Li, Li; Zhuang, Liansheng; Gao, Shenghua; Wang, Shafei (2022)

Cross-domain Trajectory Prediction with CTP-Net. - Huang, Pingxuan; Cui, Zhenhua; Li, Jing; Gao, Shenghua; Hu, Bo; Fang, Yanyan (2022)

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

TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting. - Hu, Huazhang; Dong, Sixun; Zhao, Yiqun; Lian, Dongze; Li, Zhengxin; Gao, Shenghua (2022)

SVIP: Sequence VerIfication for Procedures in Videos. - Qian, Yicheng; Luo, Weixin; Lian, Dongze; Tang, Xu; Zhao, Peilin; Gao, Shenghua (2022)

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

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

TaylorImNet for Fast 3D Shape Reconstruction Based on Implicit Surface Function. - Xiao, Yuting; Xu, Jiale; Gao, Shenghua (CoRR, 2022)

TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting. - Hu, Huazhang; Dong, Sixun; Zhao, Yiqun; Lian, Dongze; Li, Zhengxin; Gao, Shenghua (CoRR, 2022)

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

PREF: Phasorial Embedding Fields for Compact Neural Representations. - Huang, Binbin; Yan, Xinhao; Chen, Anpei; Gao, Shenghua; Yu, Jingyi (CoRR, 2022)

UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation. - Qian, Shenhan; Xu, Jiale; Liu, Ziwei; Ma, Liqian; Gao, Shenghua (CoRR, 2022)

Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces. - Zhi, Yihao; Qian, Shenhan; Yan, Xinhao; Gao, Shenghua (CoRR, 2022)

PlaneDepth: Plane-Based Self-Supervised Monocular Depth Estimation. - Wang, Ruoyu; Yu, Zehao; Gao, Shenghua (CoRR, 2022)

Electrical Tunable Spintronic Neuron with Trainable Activation Function. - Xin, Yue; Zhou, Kang; Fong, Xuanyao; Yang, Yumeng; Gao, Shenghua; Zhu, Zhifeng (CoRR, 2022)

Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation. - Yu, Chunlin; Shi, Ye; Liu, Zimo; Gao, Shenghua; Wang, Jingya (CoRR, 2022)

Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models. - Xu, Jiale; Wang, Xintao; Cheng, Weihao; Cao, Yan-Pei; Shan, Ying; Qie, Xiaohu; Gao, Shenghua (CoRR, 2022)

VertMatch: A Semi-supervised Framework for Vertebral Structure Detection in 3D Ultrasound Volume. - Zeng, Hongye; Zhou, Kang; Ge, Songhan; Gao, Yuchong; Zhao, Jianhao; Gao, Shenghua; Zheng, Rui (CoRR, 2022)

Normal graph: Spatial temporal graph convolutional networks based prediction network for skeleton based video anomaly detection. - Luo, Weixin; Liu, Wen; Gao, Shenghua (Neurocomputing, 2021)

SUNNet: A novel framework for simultaneous human parsing and pose estimation. - Xu, Yanyu; Piao, Zhixin; Zhang, Ziheng; Liu, Wen; Gao, Shenghua (Neurocomputing, 2021)

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. - Luo, Weixin; Liu, Wen; Lian, Dongze; Tang, Jinhui; Duan, Lixin; Peng, Xi; Gao, Shenghua (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

RGB-D-based gaze point estimation via multi-column CNNs and facial landmarks global optimization. - Zhang, Ziheng; Lian, Dongze; Gao, Shenghua (Vis. Comput., 2021)

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

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

Amodal Segmentation Based on Visible Region Segmentation and Shape Prior. - Xiao, Yuting; Xu, Yanyu; Zhong, Ziming; Luo, Weixin; Li, Jiawei; Gao, Shenghua (2021)

MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation. - Liu, Yepeng; Gu, Zaiwang; Gao, Shenghua; Wang, Dong; Zeng, Yusheng; Cheng, Jun (2021)

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

Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild. - Yin, Zhaoyuan; Zheng, Jia; Luo, Weixin; Qian, Shenhan; Zhang, Hanling; Gao, Shenghua (2021)

Layout-Guided Novel View Synthesis From a Single Indoor Panorama. - Xu, Jiale; Zheng, Jia; Xu, Yanyu; Tang, Rui; Gao, Shenghua (2021)

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

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

Crowd Counting With Partial Annotations in an Image. - Xu, Yanyu; Zhong, Ziming; Lian, Dongze; Li, Jing; Li, Zhengxin; Xu, Xinxing; Gao, Shenghua (2021)

Accurate depth estimation from a hybrid event-RGB stereo setup. - Zuo, Yi-Fan; Cui, Li; Peng, Xin; Xu, Yanyu; Gao, Shenghua; Wang, Xia; Kneip, Laurent (2021)

Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography. - Chai, Zhenjie; Yang, Jianlong; Zhou, Kang; Chen, Zhi; Zhao, Yitian; Gao, Shenghua; Liu, Jiang (2021)

Partially-Supervised Learning for Vessel Segmentation in Ocular Images. - Xu, Yanyu; Xu, Xinxing; Jin, Lei; Gao, Shenghua; Goh, Rick Siow Mong; Ting, Daniel Shu Wei; Liu, Yong (2021)

Graph Convolutional Neural Network for Skeleton-based Video Abnormal Behavior Detection. - Luo, Weixin; Liu, Wen; Gao, Shenghua (2021)

Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild. - Yin, Zhaoyuan; Zheng, Jia; Luo, Weixin; Qian, Shenhan; Zhang, Hanling; Gao, Shenghua (CoRR, 2021)

Layout-Guided Novel View Synthesis from a Single Indoor Panorama. - Xu, Jiale; Zheng, Jia; Xu, Yanyu; Tang, Rui; Gao, Shenghua (CoRR, 2021)

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

AS-MLP: An Axial Shifted MLP Architecture for Vision. - Lian, Dongze; Yu, Zehao; Sun, Xing; Gao, Shenghua (CoRR, 2021)

Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates. - Qian, Shenhan; Tu, Zhi; Zhi, Yihao; Liu, Wen; Gao, Shenghua (CoRR, 2021)

OH-Former: Omni-Relational High-Order Transformer for Person Re-Identification. - Chen, Xianing; Xu, Jialang; Xu, Jiale; Gao, Shenghua (CoRR, 2021)

Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images. - Zhou, Kang; Li, Jing; Luo, Weixin; Li, Zhengxin; Yang, Jianlong; Fu, Huazhu; Cheng, Jun; Liu, Jiang; Gao, Shenghua (CoRR, 2021)

MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation. - Liu, Yepeng; Gu, Zaiwang; Gao, Shenghua; Wang, Dong; Zeng, Yusheng; Cheng, Jun (CoRR, 2021)

CTP-Net For Cross-Domain Trajectory Prediction. - Huang, Pingxuan; Fang, Yanyan; Hu, Bo; Gao, Shenghua; Li, Jing (CoRR, 2021)

SVIP: Sequence VerIfication for Procedures in Videos. - Qian, Yicheng; Luo, Weixin; Lian, Dongze; Tang, Xu; Zhao, Peilin; Gao, Shenghua (CoRR, 2021)

Multi-level feature fusion based Locality-Constrained Spatial Transformer network for video crowd counting. - Fang, Yanyan; Gao, Shenghua; Li, Jing; Luo, Weixin; He, Linfang; Hu, Bo (Neurocomputing, 2020)

Visual Tracking With Multiview Trajectory Prediction. - Wu, Minye; Ling, Haibin; Bi, Ning; Gao, Shenghua; Hu, Qiang; Sheng, Hao; Yu, Jingyi (IEEE Trans. Image Process., 2020)

Noise Adaptation Generative Adversarial Network for Medical Image Analysis. - Zhang, Tianyang; Cheng, Jun; Fu, Huazhu; Gu, Zaiwang; Xiao, Yuting; Zhou, Kang; Gao, Shenghua; Zheng, Rui; Liu, Jiang (IEEE Trans. Medical Imaging, 2020)

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". - Miller, Tianyang; Cheng, Jun; Fu, Huazhu; Gu, Zaiwang; Xiao, Yuting; Zhou, Kang; Gao, Shenghua; Zheng, Ru; Liu, Jiang (IEEE Trans. Medical Imaging, 2020)

Image saliency detection via multi-scale iterative CNN. - Huang, Kun; Gao, Shenghua (Vis. Comput., 2020)

Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery. - Jin, Lei; Xu, Yanyu; Zheng, Jia; Zhang, Junfei; Tang, Rui; Xu, Shugong; Yu, Jingyi; Gao, Shenghua (2020)

Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement. - Yu, Zehao; Gao, Shenghua (2020)

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

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

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

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

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Zhou, Kang; Gao, Shenghua; Cheng, Jun; Gu, Zaiwang; Fu, Huazhu; Tu, Zhi; Yang, Jianlong; Zhao, Yitian; Liu, Jiang (2020)

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. - Tu, Zhi; Gao, Shenghua; Zhou, Kang; Chen, Xianing; Fu, Huazhu; Gu, Zaiwang; Cheng, Jun; Yu, Zehao; Liu, Jiang (2020)

Open-Set OCT Image Recognition with Synthetic Learning. - Xiao, Yuting; Gao, Shenghua; Chai, Zhenjie; Zhou, Kang; Zhang, Tianyang; Zhao, Yitian; Cheng, Jun; Liu, Jiang (2020)

Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography. - Chai, Zhenjie; Zhou, Kang; Yang, Jianlong; Ma, Yuhui; Chen, Zhi; Gao, Shenghua; Liu, Jiang (2020)

SIRI: Spatial Relation Induced Network For Spatial Description Resolution. - Wang, Peiyao; Luo, Weixin; Xu, Yanyu; Li, Haojie; Xu, Shugong; Yang, Jianyu; Gao, Shenghua (2020)

Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement. - Yu, Zehao; Gao, Shenghua (CoRR, 2020)

Learning to Parse Wireframes in Images of Man-Made Environments. - Huang, Kun; Wang, Yifan; Zhou, Zihan; Ding, Tianjiao; Gao, Shenghua; Ma, Yi (CoRR, 2020)

P2Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation. - Yu, Zehao; Jin, Lei; Gao, Shenghua (CoRR, 2020)

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

SIRI: Spatial Relation Induced Network For Spatial Description Resolution. - Wang, Peiyao; Luo, Weixin; Xu, Yanyu; Li, Haojie; Xu, Shugong; Yang, Jianyu; Gao, Shenghua (CoRR, 2020)

Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis. - Liu, Wen; Piao, Zhixin; Tu, Zhi; Luo, Wenhan; Ma, Lin; Gao, Shenghua (CoRR, 2020)

Amodal Segmentation Based on Visible Region Segmentation and Shape Prior. - Xiao, Yuting; Xu, Yanyu; Zhong, Ziming; Luo, Weixin; Li, Jiawei; Gao, Shenghua (CoRR, 2020)

Wireframe Parsing With Guidance of Distance Map. - Huang, Kun; Gao, Shenghua (IEEE Access, 2019)

Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification. - Cheng, Hao; Lian, Dongze; Gao, Shenghua; Geng, Yanlin (Entropy, 2019)

Personalized Saliency and Its Prediction. - Xu, Yanyu; Gao, Shenghua; Wu, Junru; Li, Nianyi; Yu, Jingyi (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

CE-Net: Context Encoder Network for 2D Medical Image Segmentation. - Gu, Zaiwang; Cheng, Jun; Fu, Huazhu; Zhou, Kang; Hao, Huaying; Zhao, Yitian; Zhang, Tianyang; Gao, Shenghua; Liu, Jiang (IEEE Trans. Medical Imaging, 2019)

Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks. - Lian, Dongze; Hu, Lina; Luo, Weixin; Xu, Yanyu; Duan, Lixin; Yu, Jingyi; Gao, Shenghua (IEEE Trans. Neural Networks Learn. Syst., 2019)

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

Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding. - Yu, Zehao; Zheng, Jia; Lian, Dongze; Zhou, Zihan; Gao, Shenghua (2019)

Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization. - Lian, Dongze; Li, Jing; Zheng, Jia; Luo, Weixin; Gao, Shenghua (2019)

Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks. - Cheng, Hao; Lian, Dongze; Deng, Bowen; Gao, Shenghua; Tan, Tao; Geng, Yanlin (2019)

PPGNet: Learning Point-Pair Graph for Line Segment Detection. - Zhang, Ziheng; Li, Zhengxin; Bi, Ning; Zheng, Jia; Wang, Jinlei; Huang, Kun; Luo, Weixin; Xu, Yanyu; Gao, Shenghua (2019)

Hybrid Neural Network for Photoacoustic Imaging Reconstruction. - Lan, Hengrong; Zhou, Kang; Yang, Changchun; Liu, Jiang; Gao, Shenghua; Gao, Fei (2019)

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis. - Liu, Wen; Piao, Zhixin; Min, Jie; Luo, Wenhan; Ma, Lin; Gao, Shenghua (2019)

Locality-Constrained Spatial Transformer Network for Video Crowd Counting. - Fang, Yanyan; Zhan, Biyun; Cai, Wandi; Gao, Shenghua; Hu, Bo (2019)

Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies. - Liu, Wen; Luo, Weixin; Li, Zhengxin; Zhao, Peilin; Gao, Shenghua (2019)

Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo. - Lan, Hengrong; Zhou, Kang; Yang, Changchun; Cheng, Jun; Liu, Jiang; Gao, Shenghua; Gao, Fei (2019)

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. - Zhang, Tianyang; Fu, Huazhu; Zhao, Yitian; Cheng, Jun; Guo, Mengjie; Gu, Zaiwang; Yang, Bing; Xiao, Yuting; Gao, Shenghua; Liu, Jiang (2019)

Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation. - Zhang, Ziheng; Chen, Anpei; Xie, Ling; Yu, Jingyi; Gao, Shenghua (2019)

Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding. - Yu, Zehao; Zheng, Jia; Lian, Dongze; Zhou, Zihan; Gao, Shenghua (CoRR, 2019)

CE-Net: Context Encoder Network for 2D Medical Image Segmentation. - Gu, Zaiwang; Cheng, Jun; Fu, Huazhu; Zhou, Kang; Hao, Huaying; Zhao, Yitian; Zhang, Tianyang; Gao, Shenghua; Liu, Jiang (CoRR, 2019)

Generic Multiview Visual Tracking. - Wu, Minye; Ling, Haibin; Bi, Ning; Gao, Shenghua; Sheng, Hao; Yu, Jingyi (CoRR, 2019)

PPGNet: Learning Point-Pair Graph for Line Segment Detection. - Zhang, Ziheng; Li, Zhengxin; Bi, Ning; Zheng, Jia; Wang, Jinlei; Huang, Kun; Luo, Weixin; Xu, Yanyu; Gao, Shenghua (CoRR, 2019)

Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. - Chen, Jin; Wu, Xinxiao; Duan, Lixin; Gao, Shenghua (CoRR, 2019)

Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation. - Zhang, Ziheng; Chen, Anpei; Xie, Ling; Yu, Jingyi; Gao, Shenghua (CoRR, 2019)

Believe It or Not, We Know What You Are Looking at! - Lian, Dongze; Yu, Zehao; Gao, Shenghua (CoRR, 2019)

Locality-constrained Spatial Transformer Network for Video Crowd Counting. - Fang, Yanyan; Zhan, Biyun; Cai, Wandi; Gao, Shenghua; Hu, Bo (CoRR, 2019)

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling. - Zheng, Jia; Zhang, Junfei; Li, Jing; Tang, Rui; Gao, Shenghua; Zhou, Zihan (CoRR, 2019)

SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. - Zhang, Tianyang; Fu, Huazhu; Zhao, Yitian; Cheng, Jun; Guo, Mengjie; Gu, Zaiwang; Yang, Bing; Xiao, Yuting; Gao, Shenghua; Liu, Jiang (CoRR, 2019)

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis. - Liu, Wen; Piao, Zhixin; Min, Jie; Luo, Wenhan; Ma, Lin; Gao, Shenghua (CoRR, 2019)

Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Zhou, Kang; Gao, Shenghua; Cheng, Jun; Gu, Zaiwang; Fu, Huazhu; Tu, Zhi; Yang, Jianlong; Zhao, Yitian; Liu, Jiang (CoRR, 2019)

BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images. - Zhang, Huihong; Yang, Jianlong; Zhou, Kang; Chai, Zhenjie; Cheng, Jun; Gao, Shenghua; Liu, Jiang (CoRR, 2019)

Deep Surface Light Fields. - Chen, Anpei; Wu, Minye; Zhang, Yingliang; Li, Nianyi; Lu, Jie; Gao, Shenghua; Yu, Jingyi (Proc. ACM Comput. Graph. Interact. Tech., 2018)

Body Structure Aware Deep Crowd Counting. - Huang, Siyu; Li, Xi; Zhang, Zhongfei; Wu, Fei; Gao, Shenghua; Ji, Rongrong; Han, Junwei (IEEE Trans. Image Process., 2018)

Believe It or Not, We Know What You Are Looking At! - Lian, Dongze; Yu, Zehao; Gao, Shenghua (2018)

Learning to Parse Wireframes in Images of Man-Made Environments. - Huang, Kun; Wang, Yifan; Zhou, Zihan; Ding, Tianjiao; Gao, Shenghua; Ma, Yi (2018)

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction. - Xu, Yanyu; Piao, Zhixin; Gao, Shenghua (2018)

Gaze Prediction in Dynamic 360° Immersive Videos. - Xu, Yanyu; Dong, Yanbing; Wu, Junru; Sun, Zhengzhong; Shi, Zhiru; Yu, Jingyi; Gao, Shenghua (2018)

Future Frame Prediction for Anomaly Detection - A New Baseline. - Liu, Wen; Luo, Weixin; Lian, Dongze; Gao, Shenghua (2018)

Face Aging With Identity-Preserved Conditional Generative Adversarial Networks. - Wang, Zongwei; Tang, Xu; Luo, Weixin; Gao, Shenghua (2018)

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane. - Cheng, Hao; Lian, Dongze; Gao, Shenghua; Geng, Yanlin (2018)

Saliency Detection in 360 ^° ∘ Videos. - Zhang, Ziheng; Xu, Yanyu; Yu, Jingyi; Gao, Shenghua (2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading. - Zhou, Kang; Gu, Zaiwang; Liu, Wen; Luo, Weixin; Cheng, Jun; Gao, Shenghua; Liu, Jiang (2018)

Fundus Image Quality-Guided Diabetic Retinopathy Grading. - Zhou, Kang; Gu, Zaiwang; Li, Annan; Cheng, Jun; Gao, Shenghua; Liu, Jiang (2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang. - Zhou, Kang; Gu, Zaiwang; Liu, Wen; Luo, Weixin; Cheng, Jun; Gao, Shenghua; Liu, Jiang (CoRR, 2018)

Deep Surface Light Fields. - Chen, Anpei; Wu, Minye; Zhang, Yingliang; Li, Nianyi; Lu, Jie; Gao, Shenghua; Yu, Jingyi (CoRR, 2018)

Label Information Guided Graph Construction for Semi-Supervised Learning. - Zhuang, Liansheng; Zhou, Zihan; Gao, Shenghua; Yin, Jingwen; Lin, Zhouchen; Ma, Yi (IEEE Trans. Image Process., 2017)

Improving Training of Deep Neural Networks via Singular Value Bounding. - Jia, Kui; Tao, Dacheng; Gao, Shenghua; Xu, Xiangmin (2017)

A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework. - Luo, Weixin; Liu, Wen; Gao, Shenghua (2017)

Remembering history with convolutional LSTM for anomaly detection. - Luo, Weixin; Liu, Wen; Gao, Shenghua (2017)

Locality Constrained Deep Supervised Hashing for Image Retrieval. - Zhu, Hao; Gao, Shenghua (2017)

Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN. - Xu, Yanyu; Li, Nianyi; Wu, Junru; Yu, Jingyi; Gao, Shenghua (2017)

Personalized Saliency and its Prediction. - Xu, Yanyu; Wu, Junru; Li, Nianyi; Gao, Shenghua; Yu, Jingyi (CoRR, 2017)

Future Frame Prediction for Anomaly Detection - A New Baseline. - Liu, Wen; Luo, Weixin; Lian, Dongze; Gao, Shenghua (CoRR, 2017)

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images. - Jia, Kui; Chan, Tsung-Han; Zeng, Zinan; Gao, Shenghua; Wang, Gang; Zhang, Tianzhu; Ma, Yi (Int. J. Comput. Vis., 2016)

DEFEATnet - A Deep Conventional Image Representation for Image Classification. - Gao, Shenghua; Duan, Lixin; Tsang, Ivor W. (IEEE Trans. Circuits Syst. Video Technol., 2016)

Patch-Set-Based Representation for Alignment-Free Image Set Classification. - Gao, Shenghua; Zeng, Zinan; Jia, Kui; Chan, Tsung-Han; Tang, Jinhui (IEEE Trans. Circuits Syst. Video Technol., 2016)

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

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

Progressively Parsing Interactional Objects for Fine Grained Action Detection. - Ni, Bingbing; Yang, Xiaokang; Gao, Shenghua (2016)

Bi-Level Multi-column Convolutional Neural Networks for Facial Landmark Point Detection. - Xu, Yanyu; Gao, Shenghua (2016)

Image compression via multiple learned geometric dictionaries. - Huang, Danlan; Tao, Xiaoming; Xu, Mai; Gao, Shenghua; Lu, Jianhua (2016)

Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition. - Gao, Shenghua; Jia, Kui; Zhuang, Liansheng; Ma, Yi (Int. J. Comput. Vis., 2015)

Laplacian Auto-Encoders: An explicit learning of nonlinear data manifold. - Jia, Kui; Sun, Lin; Gao, Shenghua; Song, Zhan; Shi, Bertram E. (Neurocomputing, 2015)

Single Sample Face Recognition via Learning Deep Supervised Autoencoders. - Gao, Shenghua; Zhang, Yuting; Jia, Kui; Lu, Jiwen; Zhang, Yingying (IEEE Trans. Inf. Forensics Secur., 2015)

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features. - Zhuang, Liansheng; Gao, Shenghua; Tang, Jinhui; Wang, Jingjing; Lin, Zhouchen; Ma, Yi; Yu, Nenghai (IEEE Trans. Image Process., 2015)

PCANet: A Simple Deep Learning Baseline for Image Classification? - Chan, Tsung-Han; Jia, Kui; Gao, Shenghua; Lu, Jiwen; Zeng, Zinan; Ma, Yi (IEEE Trans. Image Process., 2015)

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge. - Tang, Jinhui; Jin, Lu; Li, Zechao; Gao, Shenghua (IEEE Trans. Multim., 2015)

Generalized Multiple Kernel Learning With Data-Dependent Priors. - Mao, Qi; Tsang, Ivor W.; Gao, Shenghua; Wang, Li (IEEE Trans. Neural Networks Learn. Syst., 2015)

Partially Common-Semantic Pursuit for RGB-D Object Recognition. - Jin, Lu; Li, Zechao; Shu, Xiangbo; Gao, Shenghua; Tang, Jinhui (2015)

Design of global emergency communication system based on geosynchronous TDRSS. - Fan, Dandan; Li, Benjin; Fei, Li Gang; Gao, Shenghua; Jin, Xiaohan (2015)

Discovering joint audio-visual codewords for video event detection. - Jhuo, I-Hong; Ye, Guangnan; Gao, Shenghua; Liu, Dong; Jiang, Yu-Gang; Lee, D. T.; Chang, Shih-Fu (Mach. Vis. Appl., 2014)

Region-Based Saliency Detection and Its Application in Object Recognition. - Ren, Zhixiang; Gao, Shenghua; Chia, Liang-Tien; Tsang, Ivor Wai-Hung (IEEE Trans. Circuits Syst. Video Technol., 2014)

Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization. - Gao, Shenghua; Tsang, Ivor Wai-Hung; Ma, Yi (IEEE Trans. Image Process., 2014)

Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding. - Gao, Shenghua; Chia, Liang-Tien; Tsang, Ivor Wai-Hung; Ren, Zhixiang (IEEE Trans. Multim., 2014)

Unsupervised Feature Learning for RGB-D Image Classification. - Jhuo, I-Hong; Gao, Shenghua; Zhuang, Liansheng; Lee, D. T.; Ma, Yi (2014)

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

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition. - Jin, Lu; Gao, Shenghua; Li, Zechao; Tang, Jinhui (2014)

PCANet: A Simple Deep Learning Baseline for Image Classification? - Chan, Tsung-Han; Jia, Kui; Gao, Shenghua; Lu, Jiwen; Zeng, Zinan; Ma, Yi (CoRR, 2014)

Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features. - Zhuang, Liansheng; Gao, Shenghua; Tang, Jinhui; Wang, Jingjing; Lin, Zhouchen; Ma, Yi (CoRR, 2014)

Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications. - Gao, Shenghua; Tsang, Ivor Wai-Hung; Chia, Liang-Tien (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Sparse Representation With Kernels. - Gao, Shenghua; Tsang, Ivor Wai-Hung; Chia, Liang-Tien (IEEE Trans. Image Process., 2013)

Objective-Guided Image Annotation. - Mao, Qi; Tsang, Ivor Wai-Hung; Gao, Shenghua (IEEE Trans. Image Process., 2013)

Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection. - Ren, Zhixiang; Gao, Shenghua; Chia, Liang-Tien; Rajan, Deepu (IEEE Trans. Image Process., 2013)

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

Background subtraction via coherent trajectory decomposition. - Ren, Zhixiang; Chia, Liang-Tien; Rajan, Deepu; Gao, Shenghua (2013)

Improving sparse coding with graph, kernel, and structure - Gao, Shenghua (2012)

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

Spatiotemporal Saliency Detection via Sparse Representation. - Ren, Zhixiang; Gao, Shenghua; Rajan, Deepu; Chia, Liang-Tien; Huang, Yun (2012)

Multi-layer group sparse coding - For concurrent image classification and annotation. - Gao, Shenghua; Chia, Liang-Tien; Tsang, Ivor Wai-Hung (2011)

Web image concept annotation with better understanding of tags and visual features. - Gao, Shenghua; Chia, Liang-Tien; Cheng, Xiangang (J. Vis. Commun. Image Represent., 2010)

Local features are not lonely - Laplacian sparse coding for image classification. - Gao, Shenghua; Tsang, Ivor Wai-Hung; Chia, Liang-Tien; Zhao, Peilin (2010)

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

Wikipedia-assisted concept thesaurus for better web media understanding. - Wang, Huan; Chia, Liang-Tien; Gao, Shenghua (2010)

Automatic image tagging via category label and web data. - Gao, Shenghua; Wang, Zhengxiang; Chia, Liang-Tien; Tsang, Ivor Wai-Hung (2010)

Discovering Class-Specific Informative Patches and Its Application in Landmark Charaterization. - Gao, Shenghua; Cheng, Xiangang; Chia, Liang-Tien (2010)

Concept model-based unsupervised web image re-ranking. - Gao, Shenghua; Cheng, Xiangang; Wang, Huan; Chia, Liang-Tien (2009)