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Chong Mou (牟冲), Mingdeng Cao, Xintao Wang, Zhaoyang Zhang, Ying Shan, Jian Zhang (张健) (2024). ReVideo: Remake a Video with Motion and Content Control. Advances in Neural Information Processing Systems (NeurIPS).

Xuanyu Zhang (张轩宇), Jiarui Meng (孟佳锐), Runyi Li (李润一), Zhipei Xu (徐志沛), Yongbing Zhang, Jian Zhang (张健) (2024). GS-Hider: Hiding Messages into 3D Gaussian Splatting. Advances in Neural Information Processing Systems (NeurIPS).

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Qiankun Gao (高乾坤), Jiarui Meng (孟佳锐), Chengxiang Wen (温程翔), Jie Chen, Jian Zhang (张健) (2024). HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting. Advances in Neural Information Processing Systems (NeurIPS).

Yanmin Wu (吴艳敏), Jiarui Meng (孟佳锐), Haijie Li (李海杰), Chenming Wu, Yahao Shi, Xinhua Cheng (程鑫华), Chen Zhao, Haocheng Feng, Errui Ding, Jingdong Wang, Jian Zhang (张健) (2024). OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding. Advances in Neural Information Processing Systems (NeurIPS).

PDF Project

Bin Chen (陈斌), Xuanyu Zhang (张轩宇), Shuai Liu, Yongbing Zhang, Jian Zhang (张健) (2024). Self-Supervised Scalable Deep Compressed Sensing. International Journal of Computer Vision (IJCV).

Weiqi Li (李玮琦), Shijie Zhao, Bin Chen (陈斌), Xinhua Cheng (程鑫华), Junlin Li, Li Zhang, Jian Zhang (张健) (2024). ResVR: Joint Rescaling and Viewport Rendering of Omnidirectional Images. ACM International Conference on Multimedia (ACM MM).

PDF Code Best Paper Nomination (Top 0.5%)

Xuanyu Zhang (张轩宇), Youmin Xu (许佑民), Runyi Li (李润一), Jiwen Yu (余济闻), Weiqi Li (李玮琦), Zhipei Xu (徐志沛), Jian Zhang (张健) (2024). V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection. ACM International Conference on Multimedia (ACM MM).

Runyi Li (李润一), Xuhan Sheng (盛栩涵), Weiqi Li (李玮琦), Jian Zhang (张健) (2024). OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model. European Conference on Computer Vision (ECCV).

Shuai Liu, Bin Chen (陈斌), Wenzhen Zou, Hao Sha, Xiaochen Feng, Sanyang Han, Xiu Li, Xuri Yao, Jian Zhang (张健), Yongbing Zhang (2024). Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios. Communications Engineering (Nature Communications).

Xuanyu Zhang (张轩宇), Bin Chen (陈斌), Wenzhen Zou, Shuai Liu, Yongbing Zhang, Ruiqin Xiong, Jian Zhang (张健) (2024). Progressive Content-aware Coded Hyperspectral Compressive Imaging. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Weiqi Li (李玮琦), Bin Chen (陈斌), Shuai Liu, Shijie Zhao, Bowen Du, Yongbing Zhang, Jian Zhang (张健) (2024). D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Chong Mou (牟冲), Xintao Wang, Yanze Wu, Ying Shan, Jian Zhang (张健) (2024). Empowering Real-World Image Super-Resolution with Flexible Interactive Modulation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Xuanyu Zhang (张轩宇), Runyi Li (李润一), Jiwen Yu (余济闻), Youmin Xu (许佑民), Weiqi Li (李玮琦), Jian Zhang (张健) (2024). EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Qian Wang (王茜), Weiqi Li (李玮琦), Chong Mou (牟冲), Xinhua Cheng (程鑫华), Jian Zhang (张健) (2024). 360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Chong Mou (牟冲), Xintao Wang, Jiechong Song (宋皆充), Ying Shan, Jian Zhang (张健) (2024). DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Chong Mou (牟冲), Xintao Wang, Jiechong Song (宋皆充), Ying Shan, Jian Zhang (张健) (2024). DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models. International Conference on Learning Representations (ICLR).

Xinhua Cheng (程鑫华), Tianyu Yang, Jianan Wang, Yu Li, Lei Zhang, Jian Zhang (张健), Li Yuan (2024). Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts. International Conference on Learning Representations (ICLR).

Rui Zhao, Ruiqin Xiong, Jian Zhang (张健), Xinfeng Zhang, Zhaofei Yu, Tiejun Huang (2024). Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion. AAAI Conference on Artificial Intelligence (AAAI).

Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang (张健), Xiaopeng Fan, Shuyuan Zhu, Tiejun Huang (2024). Joint Demosaicing and Denoising for Spike Camera. AAAI Conference on Artificial Intelligence (AAAI).

Chong Mou (牟冲), Xintao Wang, Liangbin Xie, Jian Zhang (张健), Zhongang Qi, Ying Shan, Xiaohu Qie (2024). T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models. AAAI Conference on Artificial Intelligence (AAAI).

Guan’an Wang, Xiaowen Huang, Shaogang Gong, Jian Zhang (张健), Wen Gao (2024). Faster Person Re-Identification: One-shot-Filter and Coarseto-Fine Search. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Publications

2023

Wenxue Cui, Xiaopeng Fan, Jian Zhang (张健), Debin Zhao (2023). Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling. IEEE Transactions on Multimedia (TMM).

Jiwen Yu (余济闻), Xuanyu Zhang (张轩宇), Youmin Xu (许佑民), Jian Zhang (张健) (2023). CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography. Advances in Neural Information Processing Systems (NeurIPS).

Jiechong Song (宋皆充), Jian Zhang (张健) (2023). SODAS-Net: Side-Information-Aided Deep Adaptive Shrinkage Network for Compressive Sensing. IEEE Transactions on Instrumentation and Measurement (TIM).

Qiankun Gao (高乾坤), Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang (张健) (2023). A Unified Continual Learning Framework with General Parameter-Efficient Tuning. International Conference on Computer Vision (ICCV).

Jiwen Yu (余济闻), Yinhuai Wang (王荫槐), Chen Zhao, Bernard Ghanem, Jian Zhang (张健) (2023). Freedom: Training-free energy-guided conditional diffusion model. International Conference on Computer Vision (ICCV).

Shuzhou Yang (杨树州), Moxuan Ding, Yanmin Wu (吴艳敏), Zihan Li, Jian Zhang (张健) (2023). Implicit Neural Representation for Cooperative Low-light Image Enhancement. International Conference on Computer Vision (ICCV).

Bin Chen (陈斌), Jiechong Song (宋皆充), Jingfen Xie (谢静芬), Jian Zhang (张健) (2023). Deep Physics-Guided Unrolling Generalization for Compressed Sensing. International Journal of Computer Vision (IJCV).

Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang (张健), Shiwqi Wang, Sam Kwong (2023). CSformer: Bridging Convolution and Transformer for Compressive Sensing. IEEE Transactions on Image Processing (TIP).

Xinhua Cheng (程鑫华), Nan Zhang, Jiwen Yu (余济闻), Yinhuai Wang (王荫槐), Ge Li, Jian Zhang (张健) (2023). Null-Space Diffusion Sampling for Zero-Shot Point Cloud Completion. International Joint Conference on Artificial Intelligence (IJCAI).

Jianhui Chang (常建慧), Jian Zhang (张健), Jiguo Li, Shiqi Wang, Qi Mao, Chuanmin Jia, Siwei Ma, Wen Gao (2023). Semantic-aware Visual Decomposition for Image Coding. International Journal of Computer Vision (IJCV).

Yanmin Wu (吴艳敏), Yunzhou Zhang, Delong Zhu, Zhiqiang Deng, Wenkai Sun, Xin Chen, Jian Zhang (张健) (2023). An Object SLAM Framework for Association, Mapping, and High-Level Tasks. IEEE Transactions on Robotics (TRO).

Jiechong Song (宋皆充), Bin Chen (陈斌), Jian Zhang (张健) (2023). Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing. IEEE Transactions on Image Processing (TIP).

Xinhua Cheng (程鑫华), Yanmin Wu (吴艳敏), Mengxi Jia (贾梦溪), Qian Wang (王茜), Jian Zhang (张健) (2023). Panoptic Compositional Feature Field for Editable Scene Rendering with Network-Inferred Labels via Metric Learning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Chong Mou (牟冲), Youmin Xu (许佑民), Jiechong Song (宋皆充), Chen Zhao, Bernard Ghanem, Jian Zhang (张健) (2023). Large-capacity and Flexible Video Steganography via Invertible Neural Network. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Code

Jiechong Song (宋皆充), Chong Mou (牟冲), Shiqi Wang, Siwei Ma, Jian Zhang (张健) (2023). Optimization-Inspired Cross-Attention Transformer for Compressive Sensing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Yanmin Wu (吴艳敏), Xinhua Cheng (程鑫华), Renrui Zhang, Zesen Cheng, Jian Zhang (张健) (2023). EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Yujie Hu (胡妤婕), Yinhuai Wang (王荫槐), Jian Zhang (张健) (2023). DEAR-GAN: Degradation-Aware Face Restoration with GAN Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Yinhuai Wang (王荫槐), Jiwen Yu (余济闻), Jian Zhang (张健) (2023). Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model. International Conference on Learning Representations (ICLR).

Jiechong Song (宋皆充), Bin Chen (陈斌), Jian Zhang (张健) (2023). Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing. International Journal of Computer Vision (IJCV).

Jingfen Xie (谢静芬), Jian Zhang (张健) (2023). Less Is More Important: An Attention Module Guided by Probability Density Function for Convolutional Neural Networks. AAAI Conference on Artificial Intelligence (AAAI).

Yinhuai Wang (王荫槐), Yujie Hu (胡妤婕), Jiwen Yu (余济闻), Jian Zhang (张健) (2023). GAN Prior based Null-Space Learning for Consistent Super-Resolution. AAAI Conference on Artificial Intelligence (AAAI).

Jing Zhao, Ruiqin Xiong, Jian Zhang (张健), Rui Zhao, Hangfan Liu, Tiejun Huang (2023). Learning to Super-Resolve Dynamic Scenes for Neuromorphic Spike Camera. AAAI Conference on Artificial Intelligence (AAAI).

Zhuchen Shao, Yang Chen, Hao Bian, Jian Zhang (张健), Guojun Liu, Yongbing Zhang (2023). HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image. AAAI Conference on Artificial Intelligence (AAAI).

Jian Zhang (张健), Bin Chen (陈斌), Ruiqin Xiong, Yongbing Zhang (2023). Physics-Inspired Compressive Sensing: Beyond Deep Unrolling. IEEE Signal Processing Magazine (SPM).

2022

Zihong Huang (黄姿鸿), Jian Zhang (张健) (2022). Contrastive Unfolding Deraining Network. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

Chong Mou (牟冲), Jian Zhang (张健) (2022). TransCL: Transformer Makes Strong and Flexible Compressive Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Bin Chen (陈斌), Jian Zhang (张健) (2022). Content-aware Scalable Deep Compressed Sensing. IEEE Transactions on Image Processing (TIP).

Yuqing Liu, Qi Jia, Jian Zhang (张健), Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao (2022). Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

Qiankun Gao (高乾坤), Chen Zhao, Bernard Ghanem, Jian Zhang (张健) (2022). R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning. European Conference on Computer Vision (ECCV).

Chong Mou (牟冲), Yanze Wu, Xintao Wang, Chao Dong, Jian Zhang (张健), Ying Shan (2022). Metric Learning based Interactive Modulation for Real-World Super-Resolution. European Conference on Computer Vision (ECCV).

Jianhui Chang (常建慧), Jian Zhang (张健), Youmin Xu (许佑民), Jiguo Li, Siwei Ma, Wen Gao (2022). Consistency-Contrast Learning for Conceptual Coding. ACM International Conference on Multimedia (ACM MM).

Xinhua Cheng (程鑫华), Mengxi Jia (贾梦溪), Qian Wang (王茜), Jian Zhang (张健) (2022). More is better: Multi-source Dynamic Parsing Attention for Occluded Person Re-identification. ACM International Conference on Multimedia (ACM MM).

Hao Bian, Zhuchen Shao, Yang Chen, Yifeng Wang, Haoqian Wang, Jian Zhang (张健), Yongbing Zhang (2022). Multiple Instance Learning with Mixed Supervision in Gleason Grading. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI).

Yujie Hu (胡妤婕), Youmin Xu (许佑民), Jianhui Chang (常建慧), Jian Zhang (张健) (2022). Semantic Neural Rendering-based Video Coding: Towards Ultra-Low Bitrate Video Conferencing. Data Compression Conference (DCC).

Yusheng Tao, Jian Zhang (张健), Jiajing Hong, Yuesheng Zhu (2022). DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identiﬁcation. IEEE Transactions on Multimedia (TMM).

Xinhua Cheng (程鑫华), Mengxi Jia (贾梦溪), Qian Wang (王茜), Jian Zhang (张健) (2022). A Simple Visual-Textual Baseline for Pedestrian Attribute Recognition. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Jian Zhang (张健), Zhenyu Zhang (张振宇), Jingfen Xie (谢静芬), Yongbing Zhang (2022). High-Throughput Deep Unfolding Network for Compressive Sensing MRI. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

Jingfen Xie (谢静芬), Jian Zhang (张健), Yongbing Zhang, Xiangyang Ji (2022). PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

Jianhui Chang (常建慧), Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang (张健), Siwei Ma (2022). Conceptual Compression via Deep Structure and Texture Synthesis. IEEE Transactions on Image Processing (TIP).

Chong Mou (牟冲), Qian Wang (王茜), Jian Zhang (张健) (2022). Deep Generalized Unfolding Networks for Image Restoration. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Xuanyu Zhang (张轩宇), Yongbing Zhang, Ruiqin Xiong, Qilin Sun, Jian Zhang (张健) (2022). HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Youmin Xu (许佑民), Chong Mou (牟冲), Yujie Hu (胡妤婕), Jingfen Xie (谢静芬), Jian Zhang (张健) (2022). Robust Invertible Image Steganography. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Mengxi Jia (贾梦溪), Xinhua Cheng (程鑫华), Shijian Lu, Jian Zhang (张健) (2022). Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification. IEEE Transactions on Multimedia (TMM).

Yinhuai Wang (王荫槐), Yujie Hu (胡妤婕), Jian Zhang (张健) (2022). Panini-Net: GAN Prior based Degradation-Aware Feature Interpolation for Face Restoration. AAAI Conference on Artificial Intelligence (AAAI).

Yiyang Lin*, Bowei Zeng*, Yifeng Wang*, Yang Chen, Zijie Fang, Jian Zhang (张健), Xiangyang Ji, Haoqian Wang, Yongbing Zhang, (*Equally Contributed) (2022). Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images. AAAI Conference on Artificial Intelligence (AAAI).

Before 2022 (selected)

Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang (张健), Xiangyang Ji, Yongbing Zhang (2021). TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification. Advances in Neural Information Processing Systems (NeurIPS).

Zhuoyuan Wu (武卓远), Jian Zhang (张健), Chong Mou (牟冲) (2021). Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Sensing. International Conference on Computer Vision (ICCV).

Chong Mou (牟冲), Jian Zhang (张健), Zhuoyuan Wu (武卓远) (2021). Dynamic Attentive Graph Learning for Image Restoration. International Conference on Computer Vision (ICCV).

Jing Zhao, Jiyu Xie, Ruiqin Xiong, Jian Zhang (张健), Zhaofei Yu, Tiejun Huang (2021). Super Resolve Dynamic Scene from Continuous Spike Streams. International Conference on Computer Vision (ICCV).

Jiechong Song (宋皆充), Bin Chen (陈斌), Jian Zhang (张健) (2021). Memory-Augmented Deep Unfolding Network for Compressive Sensing. ACM International Conference on Multimedia (ACM MM).

Youmin Xu (许佑民), Jian Zhang (张健) (2021). Expressive and Compressive GAN Inversion Network. IEEE International Conference on Image Processing (ICIP).

Zihong Huang (黄姿鸿), Jian Zhang (张健) (2021). Dynamic Multi-Domain Translation Network For Single Image Deraining. IEEE International Conference on Image Processing (ICIP).

Di You (由迪), Jian Zhang (张健), Jingfen Xie (谢静芬), Bin Chen (陈斌), Siwei Ma (2021). COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. IEEE Transactions on image Processing (TIP).

Hangfan Liu, Jian Zhang (张健), Ruiqin Xiong (2021). CAS: Correlation Adaptive Sparse Modeling for Image Denoising. IEEE Transactions on Computational Imaging (TCI).

Yuqing Liu, Shiqi Wang, Jian Zhang (张健), Shanshe Wang, Siwei Ma, Wen Gao (2021). Iterative Network for Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

Chong Mou (牟冲), Jian Zhang (张健) (2021). Graph Attention Neural Network for Image Restoration. IEEE International Conference on Multimedia and Expo (ICME).

Zhuoyuan Wu (武卓远), Zhenyu Zhang (张振宇), Jiechong Song (宋皆充), Jian Zhang (张健) (2021). Spatial-temporal Synergic Prior Driven Unfolding Network for Snapshot Compressive Imaging. IEEE International Conference on Multimedia and Expo (ICME).

Chong Mou (牟冲), Xin Zhang (2020). Attention Based Dual Branches Fingertip Detection Network and Virtual Key System. Proceedings of ACM International Conference on Multimedia (ACM MM).

Chong Mou (牟冲), Jian Zhang (张健) (2021). Synergic Feature Attention for Image Restoration. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Di You (由迪), Jingfen Xie (谢静芬), Jian Zhang (张健) (2021). ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing. IEEE International Conference on Multimedia and Expo (ICME).

Jing Zhao, Ruiqin Xiong, Hangfan Liu, Jian Zhang (张健), Tiejun Huang (2021). Spk2ImgNet:Learning to Reconstruct Dynamic Scene from Continuous Spike Stream. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Jianhui Chang (常建慧), Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang (张健), Siwei Ma (2021). Thousand to One: Semantic Prior Modeling for Conceptual Coding. IEEE International Conference on Multimedia and Expo (ICME).

PDF Oral

Jianhui Chang (常建慧), Qi Mao, Zhenghui Zhao, Shanshe Wang, Shiqi Wang, Hong Zhu, Siwei Ma (2019). Layered conceptual image compression via deep semantic synthesis. IEEE International Conference on Image Processing (ICIP).

Youmin Xu (许佑民), Jian Zhang (张健) (2021). Invertible Resampling-Based Layered Image Compression. Data Compression Conference (DCC).

Chong Mou (牟冲), Jian Zhang (张健), Xiaopeng Fan, Hangfan Liu, Ronggang Wang (2021). COLA-Net: Collaborative Attention Network for Image Restoration. IEEE Transactions on Multimedia (TMM).

Code Project

Mengxi Jia (贾梦溪), Xinhua Cheng (程鑫华), Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang (张健) (2021). Matching on Sets: Conquer Occluded Person Re-Identification Without Alignment. AAAI Conference on Artificial Intelligence (AAAI).

Mengxi Jia (贾梦溪), Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang (张健) (2020). A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. International Joint Conference on Artificial Intelligence (IJCAI).

Jian Zhang (张健), Chen Zhao, Wen Gao (2020). Optimization-Inspired Compact Deep Compressive Sensing. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

PDF Oral Top Conference in Multimedia

YangLiu, Mengxi Guo, Jian Zhang (张健), Yuesheng Zhu, Xiaodong Xie (2019). A Novel Two-stage Separable Deep Learning Framework for Practical Blind Watermarking. Proceedings of ACM International Conference on Multimedia (ACM MM).

Qilin Sun, Jian Zhang (张健), Xiong Dun, Bernard Ghanem, Yifan Peng, Wolfgang Heidrich (2020). End-to-end Learned, Optically Coded Super-resolution SPAD Camera. ACM Transactions on Graphics (TOG).

PDF Project

Jian Zhang (张健), Bernard Ghanem (2018). ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

PDF Code Poster Top Conference in Computer Vision

Xiang Zhang, Siwei Ma, Shiqi Wang, Jian Zhang (张健), Huifang Sun, Wen Gao (2019). Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Transactions on Cybernetics (TOC).

Zhao Wang, Shiqi Wang, Jian Zhang (张健), Shanshe Wang, Siwei Ma (2017). Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding. Data Compression Conference (DCC).

Xiang Zhang, Siwei Ma, Zhouchen Lin, Jian Zhang (张健), Shiqi Wang, Wen Gao (2017). Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation. Data Compression Conference (DCC).

Zhao Wang, Shiqi Wang, Jian Zhang (张健), Shanshe Wang, Siwei Ma (2018). Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Transactions on Image Processing (TIP).

Jian Zhang (张健), Chuanmin Jia, Nan Zhang, Siwei Ma, Wen Gao (2016). Structure-driven Adaptive Non-local Filter for High Efficiency Video Coding (HEVC). Data Compression Conference (DCC).

Yuankai Qi, Lei Qin, Jian Zhang (张健), Shengping Zhang, Qingming Huang, Ming-Hsuan Yang (2018). Structure-aware Local Sparse Coding for Visual Tracking. IEEE Transactions on Image Processing (TIP).

Chen Zhao, Jian Zhang (张健), Siwei Ma, Wen Gao (2016). Nonconvex Lp Nuclear Norm based ADMM Framework for Compressed Sensing. Data Compression Conference (DCC).

Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang (张健), Shiqi Wang, Wen Gao (2018). Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Transactions on Image Processing (TIP).

Chen Zhao, Jian Zhang (张健), Siwei Ma, Wen Gao (2016). Compressive-Sensed Image Coding via Stripe-based DPCM. Data Compression Conference (DCC).

Zhao Wang, Jian Zhang (张健), Nan Zhang, Siwei Ma (2016). Adaptive Motion Vector Resolution Scheme for Enhanced Video Coding. Data Compression Conference (DCC).

Yongbing Zhang, Pengming Song, Jian Zhang (张健), Qionghai Dai (2017). Fourier Ptychographic Microscopy with Sparse Representation. Scientific reports (SR).

Yongbing Zhang, Yulun Zhang, Jian Zhang (张健), Dong Xu, Yun Fu, Yisen Wang, Xiangyang Ji, Qionghai Dai (2019). Collaborative Representation Cascade for Single-Image Super-Resolution. IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC).

Ruiqin Xiong, Jian Zhang (张健), Feng Wu, Jizheng Xu, Wen Gao (2017). Power Distortion Optimization for Uncoded Linear Transformed Transmission of Images and Videos. IEEE Transactions on Image Processing (TIP).

PDF Oral Best Student Paper Award

Yulun Zhang, Yongbing Zhang, Jian Zhang (张健), Haoqian Wang, Xingzheng Wang, Qionghai Dai (2015). Adaptive Local Nonparametric Regression for Fast Single Image Super-Resolution. Visual Communications and Image Processing (VCIP).

Chen Zhao, Jian Zhang (张健), Siwei Ma, Xiaopeng Fan, Yongbing Zhang, Wen Gao (2017). Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Chen Zhao, Siwei Ma, Jian Zhang (张健), Ruiqin Xiong, Wen Gao (2017). Video Compressive Sensing Reconstruction Via Reweighted Residual Sparsity. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Zhao Wang, Shiqi Wang, Jian Zhang (张健), Siwei Ma (2017). Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Transactions on image Processing (TIP).

Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang (张健), Siwei Ma, Feng Wu, Wen Gao (2016). Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity. IEEE Transactions on Image Processing (TIP).

Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang (张健), Shiqi Wang, Siwei Ma, Wen Gao (2017). Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

PDF Code Poster Top Conference in Computer Vision

Hangfan Liu, Ruiqin Xiong, Jian Zhang (张健), Wen Gao (2015). Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang (张健), Siwei Ma, Wen Gao (2017). Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Transactions on Multimedia (TMM).

Xinwei Gao, Jian Zhang (张健), Wenbin Che, Xiaopeng Fan, Debin Zhao (2015). Block-Based Compressive Sensing Coding of Natural Images by Local Structural Measurement Matrix. Data Compression Conference (DCC).

Siwei Ma, Xiang Zhang, Shiqi Wang, Jian Zhang (张健), Huifang Sun, Wen Gao (2017). Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Siwei Ma, Xinfeng Zhang, Jian Zhang (张健), Chuanmin Jia, Shiqi Wang, Wen Gao (2016). Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?. IEEE MultiMedia (MM).

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Yongbing Zhang, Yulun Zhang, Jian Zhang (张健), Qionghai Dai (2016). CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

Jian Zhang (张健), Ruiqin Xiong, Chen Zhao, Yongbing Zhang, Siwei Ma, Wen Gao (2016). CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking. IEEE Transactions on Image Processing (TIP).

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Jian Zhang (张健), Debin Zhao, Wen Gao (2014). Group-Based Sparse Representation for Image Restoration. IEEE Transactions on Image Processing (TIP).

Jian Zhang (张健), Debin Zhao, Feng Jiang, Wen Gao (2013). Structural Group Sparse Representation for Image Compressive Sensing Recovery. Data Compression Conference (DCC).

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Jian Zhang (张健), Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao (2014). Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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Jian Zhang (张健), Shaohui Liu, Ruiqin Xiong, Siwei Ma, Debin Zhao (2013). Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization. IEEE International Symposium on Circuits and Systems (ISCAS).

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Jian Zhang (张健), Chen Zhao, Debin Zhao, Wen Gao (2014). Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization. Signal Processing (SP).

Jian Zhang (张健), Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao (2012). Compressed Sensing Recovery via Collaborative Sparsity. Data Compression Conference (DCC).

Jian Zhang (张健), Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao (2012). Image Compressive Sensing Recovery via Collaborative Sparsity. IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS).

Jian Zhang (张健), Chen Zhao, Ruiqin Xiong, Siwei Ma, Debin Zhao (2012). Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation. IEEE International Symposium on Circuits and Systems (ISCAS).

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Yongbing Zhang, Debin Zhao, Jian Zhang (张健), Ruiqin Xiong, Wen Gao (2011). Interpolation-Dependent Image Downsampling. IEEE Transactions on Image Processing (TIP).