Detection the River Regime Variation of the Yellow River Based on Remote Sensing Imagery. - Hongwei She; Yanning Zhang 001; Haichao Zhang 001; Xuegong Liu; Lin Han (ICIG, 2009)

A Convenient Multi-camera Self-Calibration Method Based on Human Body Motion Analysis. - Xiuwei Zhang 001; Yanning Zhang 001; Xingong Zhang; Tao Yang 006; Xiaomin Tong; Haichao Zhang 001 (ICIG, 2009)

Sparse representation based iterative incremental image deblurring. - Haichao Zhang 001; Yanning Zhang 001 (ICIP, 2009)

Non-Local Kernel Regression for Image and Video Restoration. - Haichao Zhang 001; Jianchao Yang; Yanning Zhang 001; Thomas S. Huang (ECCV (3), 2010)

Heterogeneous multi-metric learning for multi-sensor fusion. - Haichao Zhang 001; Thomas S. Huang; Nasser M. Nasrabadi; Yanning Zhang 001 (FUSION, 2011)

Transient acoustic signal classification using joint sparse representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang; Yanning Zhang 001 (ICASSP, 2011)

Multi-observation visual recognition via joint dynamic sparse representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Yanning Zhang 001; Thomas S. Huang (ICCV, 2011)

Close the loop: Joint blind image restoration and recognition with sparse representation prior. - Haichao Zhang 001; Jianchao Yang; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (ICCV, 2011)

Multi-view face recognition via joint dynamic sparse representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang; Yanning Zhang 001 (ICIP, 2011)

Multi-scale Non-Local Kernel Regression for super resolution. - Haichao Zhang 001; Jianchao Yang; Yanning Zhang 001; Thomas S. Huang (ICIP, 2011)

Sparse representation based blind image deblurring. - Haichao Zhang 001; Jianchao Yang; Yanning Zhang 001; Thomas S. Huang (ICME, 2011)

Efficient sparse representation based image super resolution via dual dictionary learning. - Haichao Zhang 001; Yanning Zhang 001; Thomas S. Huang (ICME, 2011)

Kernel multi-metric learning for multi-channel transient acoustic signal classification. - Haichao Zhang 001; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (ICASSP, 2012)

Bayesian image separation with natural image prior. - Haichao Zhang 001; Yanning Zhang 001 (ICIP, 2012)

Exploiting Structured Sparsity for Image Deblurring. - Haichao Zhang 001; Yanning Zhang 001; Thomas S. Huang (ICME, 2012)

Blind image deblurring based on sparse prior of dictionary pair. - Haisen Li; Yanning Zhang 001; Haichao Zhang 001; Yu Zhu 004; Jinqiu Sun (ICPR, 2012)

Collaborative and compressive high-resolution imaging. - Yanning Zhang 001; Haichao Zhang 001; Thomas S. Huang (ICPR, 2012)

Joint dynamic sparse learning and its application to multi-view face recognition. - Haichao Zhang 001; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (ICPR, 2012)

Image Super-Resolution via Sparse Bayesian Modeling of Natural Images - Haichao Zhang 001; David P. Wipf; Yanning Zhang 001 (CoRR, 2012)

Joint dynamic sparse representation for multi-view face recognition. - Haichao Zhang 001; Nasser M. Nasrabadi; Yanning Zhang 001; Thomas S. Huang (Pattern Recognit., 2012)

Multi-View Automatic Target Recognition using Joint Sparse Representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Yanning Zhang 001; Thomas S. Huang (IEEE Trans. Aerosp. Electron. Syst., 2012)

Generative Bayesian Image Super Resolution With Natural Image Prior. - Haichao Zhang 001; Yanning Zhang 001; Haisen Li; Thomas S. Huang (IEEE Trans. Image Process., 2012)

Joint-Structured-Sparsity-Based Classification for Multiple-Measurement Transient Acoustic Signals. - Haichao Zhang 001; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Multi-image Blind Deblurring Using a Coupled Adaptive Sparse Prior. - Haichao Zhang 001; David P. Wipf; Yanning Zhang 001 (CVPR, 2013)

Multi-metric learning for multi-sensor fusion based classification. - Yanning Zhang 001; Haichao Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (Inf. Fusion, 2013)

Simultaneous discriminative projection and dictionary learning for sparse representation based classification. - Haichao Zhang 001; Yanning Zhang 001; Thomas S. Huang (Pattern Recognit., 2013)

Pose-robust face recognition via sparse representation. - Haichao Zhang 001; Yanning Zhang 001; Thomas S. Huang (Pattern Recognit., 2013)

Image and Video Restorations via Nonlocal Kernel Regression. - Haichao Zhang 001; Jianchao Yang; Yanning Zhang 001; Thomas S. Huang (IEEE Trans. Cybern., 2013)

Scale Adaptive Blind Deblurring. - Haichao Zhang 001; Jianchao Yang (NIPS, 2014)

Multi-Observation Blind Deconvolution with an Adaptive Sparse Prior. - Haichao Zhang 001; David P. Wipf; Yanning Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Sparse Coding and its Applications in Computer Vision - Zhaowen Wang; Jianchao Yang; Haichao Zhang 001; Zhangyang Wang; Yingzhen Yang; Ding Liu 001; Thomas S. Huang (WorldScientific, 2015)

Intra-frame deblurring by leveraging inter-frame camera motion. - Haichao Zhang 001; Jianchao Yang (CVPR, 2015)

A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment. - Haonan Yu; Haichao Zhang 001; Wei Xu 017 (CoRR, 2017)

Listen, Interact and Talk: Learning to Speak via Interaction. - Haichao Zhang 001; Haonan Yu; Wei Xu 017 (CoRR, 2017)

Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training. - Bowen Cheng; Ding Liu 001; Zhangyang Wang; Haichao Zhang 001; Thomas S. Huang (AAAI, 2018)

Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game. - Haichao Zhang 001; Haonan Yu; Wei Xu 017 (ACL (1), 2018)

Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents. - Haonan Yu; Xiaochen Lian; Haichao Zhang 001; Wei Xu 017 (CoRL, 2018)

Interactive Grounded Language Acquisition and Generalization in a 2D World. - Haonan Yu; Haichao Zhang 001; Wei Xu 017 (ICLR (Poster), 2018)

Enhance Visual Recognition Under Adverse Conditions via Deep Networks. - Ding Liu 001; Bowen Cheng; Zhangyang Wang; Haichao Zhang 001; Thomas S. Huang (IEEE Trans. Image Process., 2019)

TAAC: Temporally Abstract Actor-Critic for Continuous Control. - Haonan Yu; Wei Xu 017; Haichao Zhang 001 (NeurIPS, 2021)

MetaView: Few-shot Active Object Recognition. - Wei Wei; Haonan Yu; Haichao Zhang 001; Wei Xu 017; Ying Wu 001 (CoRR, 2021)

TASAC: Temporally Abstract Soft Actor-Critic for Continuous Control. - Haonan Yu; Wei Xu 017; Haichao Zhang 001 (CoRR, 2021)

Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning. - Haichao Zhang 001; Wei Xu 017; Haonan Yu (ICLR, 2022)

PaCo: Parameter-Compositional Multi-task Reinforcement Learning. - Lingfeng Sun; Haichao Zhang 001; Wei Xu 017; Masayoshi Tomizuka (NeurIPS, 2022)

Towards Safe Reinforcement Learning with a Safety Editor Policy. - Haonan Yu; Wei Xu 017; Haichao Zhang 001 (NeurIPS, 2022)

Do You Need the Entropy Reward (in Practice)? - Haonan Yu; Haichao Zhang 001; Wei Xu 017 (CoRR, 2022)

Policy Expansion for Bridging Offline-to-Online Reinforcement Learning. - Haichao Zhang 001; Wei Xu 017; Haonan Yu (ICLR, 2023)

Imitation with Spatial-Temporal Heatmap: 2nd Place Solution for NuPlan Challenge. - Yihan Hu 001; Kun Li; Pingyuan Liang; Jingyu Qian; Zhening Yang; Haichao Zhang 001; Wenxin Shao; Zhuangzhuang Ding; Wei Xu 017; Qiang Liu (CoRR, 2023)

Efficient Multi-Task and Transfer Reinforcement Learning With Parameter-Compositional Framework. - Lingfeng Sun; Haichao Zhang 001; Wei Xu 017; Masayoshi Tomizuka (IEEE Robotics Autom. Lett., 2023)

Solving Motion Planning Tasks with a Scalable Generative Model. - Yihan Hu 001; Siqi Chai; Zhening Yang; Jingyu Qian; Kun Li; Wenxin Shao; Haichao Zhang 001; Wei Xu 017; Qiang Liu (ECCV (42), 2024)

SLIM: Sim-to-Real Legged Instructive Manipulation via Long-Horizon Visuomotor Learning. - Haichao Zhang 001; Haonan Yu; Le Zhao; Andrew Choi; Qinxun Bai; Break Yang; Wei Xu 017 (CoRR, 2025)