Concept model-based unsupervised web image re-ranking. - Shenghua Gao; Xiangang Cheng; Huan Wang 004; Liang-Tien Chia (ICIP, 2009)

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

Kernel Sparse Representation for Image Classification and Face Recognition. - Shenghua Gao; Ivor Wai-Hung Tsang; Liang-Tien Chia (ECCV (4), 2010)

Wikipedia-assisted concept thesaurus for better web media understanding. - Huan Wang 004; Liang-Tien Chia; Shenghua Gao (Multimedia Information Retrieval, 2010)

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

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

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

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

Learning Class-to-Image Distance via Large Margin and L1-Norm Regularization. - Zhengxiang Wang; Shenghua Gao; Liang-Tien Chia (ECCV (2), 2012)

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

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

Learning by Associating Ambiguously Labeled Images. - Zinan Zeng; Shijie Xiao; Kui Jia; Tsung-Han Chan; Shenghua Gao; Dong Xu 001; Yi Ma 001 (CVPR, 2013)

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

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

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

Objective-Guided Image Annotation. - Qi Mao 001; Ivor Wai-Hung Tsang; Shenghua Gao (IEEE Trans. Image Process., 2013)

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

Unsupervised Feature Learning for RGB-D Image Classification. - I-Hong Jhuo; Shenghua Gao; Liansheng Zhuang; D. T. Lee; Yi Ma 001 (ACCV (1), 2014)

Efficient Sparsity Estimation via Marginal-Lasso Coding. - Tzu-Yi Hung; Jiwen Lu; Yap-Peng Tan; Shenghua Gao (ECCV (4), 2014)

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition. - Lu Jin 001; Shenghua Gao; Zechao Li; Jinhui Tang 001 (ISM, 2014)

Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features. - Liansheng Zhuang; Shenghua Gao; Jinhui Tang 001; Jingjing Wang 005; Zhouchen Lin; Yi Ma 001 (CoRR, 2014)

Discovering joint audio-visual codewords for video event detection. - I-Hong Jhuo; Guangnan Ye; Shenghua Gao; Dong Liu 001; Yu-Gang Jiang 001; D. T. Lee; Shih-Fu Chang (Mach. Vis. Appl., 2014)

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

Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization. - Shenghua Gao; Ivor Wai-Hung Tsang; Yi Ma 001 (IEEE Trans. Image Process., 2014)

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

Partially Common-Semantic Pursuit for RGB-D Object Recognition. - Lu Jin 001; Zechao Li; Xiangbo Shu; Shenghua Gao; Jinhui Tang 001 (ACM Multimedia, 2015)

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

Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition. - Shenghua Gao; Kui Jia; Liansheng Zhuang; Yi Ma 001 (Int. J. Comput. Vis., 2015)

Laplacian Auto-Encoders: An explicit learning of nonlinear data manifold. - Kui Jia; Lin Sun 004; Shenghua Gao; Zhan Song; Bertram E. Shi (Neurocomputing, 2015)

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

PCANet: A Simple Deep Learning Baseline for Image Classification? - Tsung-Han Chan; Kui Jia; Shenghua Gao; Jiwen Lu; Zinan Zeng; Yi Ma 001 (IEEE Trans. Image Process., 2015)

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features. - Liansheng Zhuang; Shenghua Gao; Jinhui Tang 001; Jingjing Wang 005; Zhouchen Lin; Yi Ma 001; Nenghai Yu (IEEE Trans. Image Process., 2015)

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge. - Jinhui Tang 001; Lu Jin 001; Zechao Li; Shenghua Gao (IEEE Trans. Multim., 2015)

Generalized Multiple Kernel Learning With Data-Dependent Priors. - Qi Mao 001; Ivor W. Tsang; Shenghua Gao; Li Wang 033 (IEEE Trans. Neural Networks Learn. Syst., 2015)

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

Progressively Parsing Interactional Objects for Fine Grained Action Detection. - Bingbing Ni; Xiaokang Yang 001; Shenghua Gao (CVPR, 2016)

Single-Image Crowd Counting via Multi-Column Convolutional Neural Network. - Yingying Zhang; Desen Zhou; Siqin Chen; Shenghua Gao; Yi Ma 001 (CVPR, 2016)

Bi-Level Multi-column Convolutional Neural Networks for Facial Landmark Point Detection. - Yanyu Xu; Shenghua Gao (ECCV Workshops (2), 2016)

Image compression via multiple learned geometric dictionaries. - Danlan Huang; Xiaoming Tao 001; Mai Xu; Shenghua Gao; Jianhua Lu (GlobalSIP, 2016)

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images. - Kui Jia; Tsung-Han Chan; Zinan Zeng; Shenghua Gao; Gang Wang 012; Tianzhu Zhang; Yi Ma 001 (Int. J. Comput. Vis., 2016)

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

Patch-Set-Based Representation for Alignment-Free Image Set Classification. - Shenghua Gao; Zinan Zeng; Kui Jia; Tsung-Han Chan; Jinhui Tang 001 (IEEE Trans. Circuits Syst. Video Technol., 2016)

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

A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework. - Weixin Luo; Wen Liu 003; Shenghua Gao (ICCV, 2017)

Remembering history with convolutional LSTM for anomaly detection. - Weixin Luo; Wen Liu 003; Shenghua Gao (ICME, 2017)

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

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

Label Information Guided Graph Construction for Semi-Supervised Learning. - Liansheng Zhuang; Zihan Zhou 001; Shenghua Gao; Jingwen Yin; Zhouchen Lin; Yi Ma 001 (IEEE Trans. Image Process., 2017)

Believe It or Not, We Know What You Are Looking At! - Dongze Lian; Zehao Yu 002; Shenghua Gao (ACCV (3), 2018)

Learning to Parse Wireframes in Images of Man-Made Environments. - Kun Huang 001; Yifan Wang; Zihan Zhou 001; Tianjiao Ding; Shenghua Gao; Yi Ma 001 (CVPR, 2018)

Future Frame Prediction for Anomaly Detection - A New Baseline. - Wen Liu 003; Weixin Luo; Dongze Lian; Shenghua Gao (CVPR, 2018)

Face Aging With Identity-Preserved Conditional Generative Adversarial Networks. - Zongwei Wang 004; Xu Tang; Weixin Luo; Shenghua Gao (CVPR, 2018)

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

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

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane. - Hao Cheng 005; Dongze Lian; Shenghua Gao; Yanlin Geng (ECCV (11), 2018)

Saliency Detection in 360 ^ circ ∘ Videos. - Ziheng Zhang; Yanyu Xu; Jingyi Yu; Shenghua Gao (ECCV (7), 2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (EMBC, 2018)

Fundus Image Quality-Guided Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Annan Li; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2018)

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

Body Structure Aware Deep Crowd Counting. - Siyu Huang; Xi Li 001; Zhongfei Zhang; Fei Wu 001; Shenghua Gao; Rongrong Ji; Junwei Han 001 (IEEE Trans. Image Process., 2018)

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

Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks. - Hao Cheng 005; Dongze Lian; Bowen Deng; Shenghua Gao; Tao Tan; Yanlin Geng (CVPR, 2019)

Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization. - Dongze Lian; Jing Li 117; Jia Zheng 002; Weixin Luo; Shenghua Gao (CVPR, 2019)

Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding. - Zehao Yu 002; Jia Zheng 002; Dongze Lian; Zihan Zhou 001; Shenghua Gao (CVPR, 2019)

PPGNet: Learning Point-Pair Graph for Line Segment Detection. - Ziheng Zhang; Zhengxin Li; Ning Bi; Jia Zheng 002; Jinlei Wang; Kun Huang 001; Weixin Luo; Yanyu Xu; Shenghua Gao (CVPR, 2019)

Hybrid Neural Network for Photoacoustic Imaging Reconstruction. - Hengrong Lan; Kang Zhou 001; Changchun Yang; Jiang Liu 001; Shenghua Gao; Fei Gao 010 (EMBC, 2019)

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis. - Wen Liu 003; Zhixin Piao; Jie Min; Wenhan Luo; Lin Ma 002; Shenghua Gao (ICCV, 2019)

Locality-Constrained Spatial Transformer Network for Video Crowd Counting. - Yanyan Fang; Biyun Zhan; Wandi Cai; Shenghua Gao; Bo Hu 002 (ICME, 2019)

Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies. - Wen Liu 003; Weixin Luo; Zhengxin Li; Peilin Zhao; Shenghua Gao (IJCAI, 2019)

Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo. - Hengrong Lan; Kang Zhou 001; Changchun Yang; Jun Cheng 003; Jiang Liu 001; Shenghua Gao; Fei Gao 010 (MICCAI (1), 2019)

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. - Tianyang Zhang 003; Huazhu Fu; Yitian Zhao; Jun Cheng 003; Mengjie Guo; Zaiwang Gu; Bing Yang; Yuting Xiao; Shenghua Gao; Jiang Liu 001 (MICCAI (4), 2019)

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

Wireframe Parsing With Guidance of Distance Map. - Kun Huang 001; Shenghua Gao (IEEE Access, 2019)

Generic Multiview Visual Tracking. - Minye Wu; Haibin Ling; Ning Bi; Shenghua Gao; Hao Sheng 001; Jingyi Yu (CoRR, 2019)

BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images. - Huihong Zhang; Jianlong Yang; Kang Zhou 001; Zhenjie Chai; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2019)

Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification. - Hao Cheng 005; Dongze Lian; Shenghua Gao; Yanlin Geng (Entropy, 2019)

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

CE-Net: Context Encoder Network for 2D Medical Image Segmentation. - Zaiwang Gu; Jun Cheng 003; Huazhu Fu; Kang Zhou 001; Huaying Hao; Yitian Zhao; Tianyang Zhang 003; Shenghua Gao; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2019)

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

Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery. - Lei Jin; Yanyu Xu; Jia Zheng 002; Junfei Zhang; Rui Tang; Shugong Xu; Jingyi Yu; Shenghua Gao (CVPR, 2020)

Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement. - Zehao Yu 002; Shenghua Gao (CVPR, 2020)

P2Net: Patch-Match and Plane-Regularization for Unsupervised Indoor Depth Estimation. - Zehao Yu 002; Lei Jin; Shenghua Gao (ECCV (24), 2020)

Structured3D: A Large Photo-Realistic Dataset for Structured 3D Modeling. - Jia Zheng 002; Junfei Zhang; Jing Li 117; Rui Tang; Shenghua Gao; Zihan Zhou 001 (ECCV (9), 2020)

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. - Kang Zhou 001; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Zaiwang Gu; Jiang Liu 001; Shenghua Gao (ECCV (20), 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 (ICLR, 2020)

Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography. - Zhenjie Chai; Kang Zhou 001; Jianlong Yang; Yuhui Ma; Zhi Chen; Shenghua Gao; Jiang Liu 001 (ISBI, 2020)

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. - Zhi Tu; Shenghua Gao; Kang Zhou 001; Xianing Chen; Huazhu Fu; Zaiwang Gu; Jun Cheng 003; Zehao Yu 002; Jiang Liu 001 (ISBI, 2020)

Open-Set OCT Image Recognition with Synthetic Learning. - Yuting Xiao; Shenghua Gao; Zhenjie Chai; Kang Zhou 001; Tianyang Zhang 003; Yitian Zhao; Jun Cheng 003; Jiang Liu 001 (ISBI, 2020)

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Kang Zhou 001; Shenghua Gao; Jun Cheng 003; Zaiwang Gu; Huazhu Fu; Zhi Tu; Jianlong Yang; Yitian Zhao; Jiang Liu 001 (ISBI, 2020)

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

Multi-level feature fusion based Locality-Constrained Spatial Transformer network for video crowd counting. - Yanyan Fang; Shenghua Gao; Jing Li 117; Weixin Luo; Linfang He; Bo Hu 002 (Neurocomputing, 2020)

Visual Tracking With Multiview Trajectory Prediction. - Minye Wu; Haibin Ling; Ning Bi; Shenghua Gao; Qiang Hu 003; Hao Sheng 001; Jingyi Yu (IEEE Trans. Image Process., 2020)

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". - Tianyang Miller; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Ru Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Noise Adaptation Generative Adversarial Network for Medical Image Analysis. - Tianyang Zhang 003; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Rui Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Image saliency detection via multi-scale iterative CNN. - Kun Huang 001; Shenghua Gao (Vis. Comput., 2020)

Graph Convolutional Neural Network for Skeleton-based Video Abnormal Behavior Detection. - Weixin Luo; Wen Liu 003; Shenghua Gao (Generalization with Deep Learning, 2021)

Appearance-Motion Memory Consistency Network for Video Anomaly Detection. - Ruichu Cai; Hao Zhang; Wen Liu 003; Shenghua Gao; Zhifeng Hao (AAAI, 2021)

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

MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation. - Yepeng Liu; Zaiwang Gu; Shenghua Gao; Dong Wang; Yusheng Zeng; Jun Cheng 003 (BMVC, 2021)

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

Layout-Guided Novel View Synthesis From a Single Indoor Panorama. - Jiale Xu; Jia Zheng 002; Yanyu Xu; Rui Tang; Shenghua Gao (CVPR, 2021)

Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild. - Zhaoyuan Yin; Jia Zheng 002; Weixin Luo; Shenhan Qian; Hanling Zhang; Shenghua Gao (CVPR, 2021)

Prior Based Human Completion. - Zibo Zhao; Wen Liu 003; Yanyu Xu; Xianing Chen; Weixin Luo; Lei Jin; Bohui Zhu; Tong Liu; Binqiang Zhao; Shenghua Gao (CVPR, 2021)

Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates. - Shenhan Qian; Zhi Tu; Yihao Zhi; Wen Liu 003; Shenghua Gao (ICCV, 2021)

Crowd Counting With Partial Annotations in an Image. - Yanyu Xu; Ziming Zhong; Dongze Lian; Jing Li 117; Zhengxin Li; Xinxing Xu; Shenghua Gao (ICCV, 2021)

Accurate depth estimation from a hybrid event-RGB stereo setup. - Yi-Fan Zuo; Li Cui; Xin Peng 005; Yanyu Xu; Shenghua Gao; Xia Wang 002; Laurent Kneip (IROS, 2021)

Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography. - Zhenjie Chai; Jianlong Yang; Kang Zhou 001; Zhi Chen; Yitian Zhao; Shenghua Gao; Jiang Liu 001 (ISBI, 2021)

Partially-Supervised Learning for Vessel Segmentation in Ocular Images. - Yanyu Xu; Xinxing Xu; Lei Jin; Shenghua Gao; Rick Siow Mong Goh; Daniel Shu Wei Ting; Yong Liu 026 (MICCAI (1), 2021)

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

CTP-Net For Cross-Domain Trajectory Prediction. - Pingxuan Huang; Yanyan Fang; Bo Hu 002; Shenghua Gao; Jing Li 117 (CoRR, 2021)

Normal graph: Spatial temporal graph convolutional networks based prediction network for skeleton based video anomaly detection. - Weixin Luo; Wen Liu 003; Shenghua Gao (Neurocomputing, 2021)

SUNNet: A novel framework for simultaneous human parsing and pose estimation. - Yanyu Xu; Zhixin Piao; Ziheng Zhang; Wen Liu 003; Shenghua Gao (Neurocomputing, 2021)

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. - Weixin Luo; Wen Liu 003; Dongze Lian; Jinhui Tang 001; Lixin Duan; Xi Peng 001; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

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

Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces. - Yihao Zhi; Shenhan Qian; Xinhao Yan; Shenghua Gao (3DV, 2022)

HaViT: Hybrid-Attention Based Vision Transformer for Video Classification. - Li Li; Liansheng Zhuang; Shenghua Gao; Shafei Wang (ACCV (4), 2022)

Cross-domain Trajectory Prediction with CTP-Net. - Pingxuan Huang; Zhenhua Cui; Jing Li 117; Shenghua Gao; Bo Hu 002; Yanyan Fang (CICAI (1), 2022)

DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers. - Xianing Chen; Qiong Cao; Yujie Zhong; Jing Zhang 037; Shenghua Gao; Dacheng Tao (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 (CVPR, 2022)

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

UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation. - Shenhan Qian; Jiale Xu; Ziwei Liu 002; Liqian Ma; Shenghua Gao (ECCV (3), 2022)

AS-MLP: An Axial Shifted MLP Architecture for Vision. - Dongze Lian; Zehao Yu 002; Xing Sun; Shenghua Gao (ICLR, 2022)

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

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

PlaneDepth: Plane-Based Self-Supervised Monocular Depth Estimation. - Ruoyu Wang 014; Zehao Yu 002; Shenghua Gao (CoRR, 2022)

Electrical Tunable Spintronic Neuron with Trainable Activation Function. - Yue Xin; Kang Zhou 001; Xuanyao Fong; Yumeng Yang; Shenghua Gao; Zhifeng Zhu (CoRR, 2022)

VertMatch: A Semi-supervised Framework for Vertebral Structure Detection in 3D Ultrasound Volume. - Hongye Zeng; Kang Zhou 001; Songhan Ge; Yuchong Gao; Jianhao Zhao; Shenghua Gao; Rui Zheng (CoRR, 2022)

Locating and Counting Heads in Crowds With a Depth Prior. - Dongze Lian; Xianing Chen; Jing Li 117; Weixin Luo; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Liquid Warping GAN With Attention: A Unified Framework for Human Image Synthesis. - Wen Liu 003; Zhixin Piao; Zhi Tu; Wenhan Luo; Lin Ma 002; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Future Frame Prediction Network for Video Anomaly Detection. - Weixin Luo; Wen Liu 003; Dongze Lian; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

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

Chest X-Ray Diagnostic Quality Assessment: How Much Is Pixel-Wise Supervision Needed? - Junhao Hu; Chenyang Zhang 002; Kang Zhou 001; Shenghua Gao (IEEE Trans. Medical Imaging, 2022)

Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. - Kang Zhou 001; Jing Li 117; Weixin Luo; Zhengxin Li; Jianlong Yang; Huazhu Fu; Jun Cheng 003; Jiang Liu 001; Shenghua Gao (IEEE Trans. Medical Imaging, 2022)

Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. - Jin Chen 009; Xinxiao Wu; Lixin Duan; Shenghua Gao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Memorizing Structure-Texture Correspondence for Image Anomaly Detection. - Kang Zhou 001; Jing Li 117; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Jiang Liu 001; Shenghua Gao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Lifelong Person Re-identification via Knowledge Refreshing and Consolidation. - Chunlin Yu; Ye Shi 001; Zimo Liu; Shenghua Gao; Jingya Wang (AAAI, 2023)

PlaneDepth: Self-Supervised Depth Estimation via Orthogonal Planes. - Ruoyu Wang 014; Zehao Yu 002; 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 (CVPR, 2023)

Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models. - Jiale Xu; Xintao Wang 002; Weihao Cheng 002; Yan-Pei Cao; Ying Shan; Xiaohu Qie; Shenghua Gao (CVPR, 2023)

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

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

Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation. - Zibo Zhao; Wen Liu 003; Xin Chen 040; Xianfang Zeng; Rui Wang 099; Pei Cheng; Bin Fu; Tao Chen 003; Gang Yu 002; Shenghua Gao (NeurIPS, 2023)

P2SDF for Neural Indoor Scene Reconstruction. - Jing Li 117; Jinpeng Yu 002; Ruoyu Wang 014; Zhengxin Li; Zhengyu Zhang; Lina Cao; Shenghua Gao (CoRR, 2023)

HFGD: High-level Feature Guided Decoder for Semantic Segmentation. - Ye Huang; Di Kang; Shenghua Gao; Wen Li 001; Lixin Duan (CoRR, 2023)

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

InstructP2P: Learning to Edit 3D Point Clouds with Text Instructions. - Jiale Xu; Xintao Wang 002; Yan-Pei Cao; Weihao Cheng 002; Ying Shan; Shenghua Gao (CoRR, 2023)

RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation. - Yiqun Zhao; Zibo Zhao; Jing Li 117; Sixun Dong; Shenghua Gao (3DV, 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, 2024)

MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis. - Ziming Zhong; Yanyu Xu; Jing Li 117; Jiale Xu; Zhengxin Li; Chaohui Yu; Shenghua Gao (ECCV (77), 2024)

GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated Transformer. - Jinpeng Yu 002; Binbin Huang; Yuxuan Zhang 001; Huaxia Li; Xu Tang; Shenghua Gao (ACM Multimedia, 2024)

HeroMaker: Human-centric Video Editing with Motion Priors. - Shiyu Liu; Zibo Zhao; Yihao Zhi; Yiqun Zhao; Binbin Huang; Shuo Wang; Ruoyu Wang 014; Michael Xuan; Zhengxin Li; Shenghua Gao (ACM Multimedia, 2024)

2D Gaussian Splatting for Geometrically Accurate Radiance Fields. - Binbin Huang; Zehao Yu 002; Anpei Chen; Andreas Geiger 001; Shenghua Gao (SIGGRAPH (Conference Paper Track), 2024)

TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding. - Shuo Wang; Jing Li 117; Zibo Zhao; Dongze Lian; Binbin Huang; Xiaomei Wang; Zhengxin Li; Shenghua Gao (WACV, 2024)

MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning. - Chenyu Wang; Weixin Luo; Qianyu Chen; Haonan Mai; Jindi Guo; Sixun Dong; Xiaohua Xuan; Zhengxin Li; Lin Ma 002; Shenghua Gao (CoRR, 2024)

Bridging 3D Gaussian and Mesh for Freeview Video Rendering. - Yuting Xiao; Xuan Wang 009; Jiafei Li; Hongrui Cai; Yanbo Fan; Nan Xue 006; Minghui Yang; Yujun Shen; Shenghua Gao (CoRR, 2024)

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models. - Jiale Xu; Weihao Cheng 002; Yiming Gao 007; Xintao Wang 002; Shenghua Gao; Ying Shan (CoRR, 2024)

3D StreetUnveiler with Semantic-Aware 2DGS. - Jingwei Xu; Yikai Wang 002; Yiqun Zhao; Yanwei Fu 001; Shenghua Gao (CoRR, 2024)

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

MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis. - Ziming Zhong; Yanxu Xu; Jing Li 117; Jiale Xu; Zhengxin Li; Chaohui Yu; Shenghua Gao (CoRR, 2024)

Surfel-based Gaussian Inverse Rendering for Fast and Relightable Dynamic Human Reconstruction from Monocular Video. - Yiqun Zhao; Chenming Wu; Binbin Huang; Yihao Zhi; Chen Zhao 011; Jingdong Wang 001; Shenghua Gao (CoRR, 2024)

Space-time 2D Gaussian Splatting for Accurate Surface Reconstruction under Complex Dynamic Scenes. - Shuo Wang; Binbin Huang; Ruoyu Wang 014; Shenghua Gao (CoRR, 2024)

CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM. - Jingwei Xu; Chenyu Wang; Zibo Zhao; Wen Liu 003; Yi Ma 001; Shenghua Gao (CoRR, 2024)

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

Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation. - Jing Li 117; Kang Zhou 001; Shenhan Qian; Wen Li 001; Lixin Duan; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Anatomical Prior and Inter-Slice Consistency for Semi-Supervised Vertebral Structure Detection in 3D Ultrasound Volume. - Hongye Zeng; Kang Zhou 001; Songhan Ge; Yuchong Gao; Jianhao Zhao; Shenghua Gao; Rui Zheng (IEEE J. Biomed. Health Informatics, 2024)

High-Level Feature Guided Decoding for Semantic Segmentation. - Ye Huang; Di Kang; Shenghua Gao; Wen Li 001; Lixin Duan (IEEE Trans. Circuits Syst. Video Technol., 2024)

DebSDF: Delving Into the Details and Bias of Neural Indoor Scene Reconstruction. - Yuting Xiao; Jingwei Xu; Zehao Yu 002; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

HERA: Hybrid Explicit Representation for Ultra-Realistic Head Avatars. - Hongrui Cai; Yuting Xiao; Xuan Wang 009; Jiafei Li; Yudong Guo; Yanbo Fan; Shenghua Gao; Juyong Zhang (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 036; Zeqiang Lai; Zhuo Chen; Yuhong Liu; Jie Jiang; Chunchao Guo; Tong Zhang 015; Shenghua Gao; et al. (CVPR, 2025)

3D StreetUnveiler with Semantic-aware 2DGS - a simple baseline. - Jingwei Xu; Yikai Wang 002; Yiqun Zhao; Yanwei Fu 001; Shenghua Gao (ICLR, 2025)

MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning. - Chenyu Wang; Weixin Luo; Sixun Dong; Xiaohua Xuan; Zhengxin Li; Lin Ma 002; Shenghua Gao (WACV, 2025)

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

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs. - Chun-Hsiao Yeh; Chenyu Wang; Shengbang Tong; Ta Ying Cheng; Ruoyu Wang 014; Tianzhe Chu; Yuexiang Zhai; Yubei Chen; Shenghua Gao; Yi Ma 001 (CoRR, 2025)

Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated Videos. - Ruoyu Wang 014; Yi Ma 001; Shenghua Gao (CoRR, 2025)

Pseudo-Plane Regularized Signed Distance Field for Neural Indoor Scene Reconstruction. - Jing Li 117; Jinpeng Yu 002; Ruoyu Wang 014; Shenghua Gao (Int. J. Comput. Vis., 2025)

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

LongSplat: Online Generalizable 3D Gaussian Splatting from Long Sequence Images. - Guichen Huang; Ruoyu Wang 014; Xiangjun Gao; Che Sun; Yuwei Wu; Shenghua Gao; Yunde Jia (CoRR, 2025)