Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery. - Ying Fu 001; Tao Zhang 042; Yinqiang Zheng; Debing Zhang; Hua Huang 001 (ECCV (3), 2018)

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. - Mehrdad Shoeiby; Antonio Robles-Kelly; Radu Timofte; Ruofan Zhou; Fayez Lahoud; Sabine Süsstrunk; Zhiwei Xiong; Zhan Shi; Chang Chen; Dong Liu 002; Zheng-Jun Zha; Feng Wu 001; et al. (ECCV Workshops (5), 2018)

NTIRE 2019 Image Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Radu Timofte; Luc Van Gool; Lei Zhang 006; Ming-Hsuan Yang 001; Tiantong Guo; Xuelu Li; Venkateswararao Cherukuri; Vishal Monga; Hao Jiang 014; Siyuan Yang 001; et al. (CVPR Workshops, 2019)

Hyperspectral Image Super-Resolution With Optimized RGB Guidance. - Ying Fu 001; Tao Zhang 042; Yinqiang Zheng; Debing Zhang; Hua Huang 001 (CVPR, 2019)

Hyperspectral Image Reconstruction Using Deep External and Internal Learning. - Tao Zhang 042; Ying Fu 001; Lizhi Wang 001; Hua Huang 001 (ICCV, 2019)

HyperReconNet: Joint Coded Aperture Optimization and Image Reconstruction for Compressive Hyperspectral Imaging. - Lizhi Wang 001; Tao Zhang 042; Ying Fu 001; Hua Huang 001 (IEEE Trans. Image Process., 2019)

Hyperspectral Image Denoising with Realistic Data. - Tao Zhang 042; Ying Fu 001; Cheng Li 009 (ICCV, 2021)

NTIRE 2021 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Yu Qiao 001; Shuhang Gu; Radu Timofte; Manri Cheon; Sung-Jun Yoon; Byungyeon Kang; Junwoo Lee; Qing Zhang; et al. (CoRR, 2021)

Residual scale attention network for arbitrary scale image super-resolution. - Ying Fu 001; Jian Chen; Tao Zhang 042; Yonggang Lin (Neurocomputing, 2021)

New Understanding of Bar Top Hollows in Dryland Sandy Braided Rivers from Outcrops with Unmanned Aerial Vehicle and Ground Penetrating Radar Surveys. - Xianguo Zhang; Chengyan Lin; Tao Zhang 042; Daowu Huang; Derong Huang; Shanwei Liu (Remote. Sens., 2021)

Deep Spatial Adaptive Network for Real Image Demosaicing. - Tao Zhang 042; Ying Fu 001; Cheng Li 009 (AAAI, 2022)

NTIRE 2022 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Radu Timofte; Yuan Gong 002; Shanshan Lao; Shuwei Shi; Jiahao Wang; Sidi Yang; Tianhe Wu; Weihao Xia 001; et al. (CVPR Workshops, 2022)

E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation. - Tao Zhang 042; Shiqing Wei; Shunping Ji (CVPR, 2022)

BuildMapper: A Fully Learnable Framework for Vectorized Building Contour Extraction. - Shiqing Wei; Tao Zhang 042; Shunping Ji; Muying Luo; Jianya Gong (CoRR, 2022)

Guided Hyperspectral Image Denoising with Realistic Data. - Tao Zhang 042; Ying Fu 001; Jun Zhang 007 (Int. J. Comput. Vis., 2022)

Joint Spatial-Spectral Pattern Optimization and Hyperspectral Image Reconstruction. - Tao Zhang 042; Zhiyuan Liang; Ying Fu 001 (IEEE J. Sel. Top. Signal Process., 2022)

A large-scale hyperspectral dataset for flower classification. - Yongrong Zheng; Tao Zhang 042; Ying Fu 001 (Knowl. Based Syst., 2022)

Coded Hyperspectral Image Reconstruction Using Deep External and Internal Learning. - Ying Fu 001; Tao Zhang 042; Lizhi Wang 001; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Joint Camera Spectral Response Selection and Hyperspectral Image Recovery. - Ying Fu 001; Tao Zhang 042; Yinqiang Zheng; Debing Zhang; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Concentric Loop Convolutional Neural Network for Manual Delineation-Level Building Boundary Segmentation From Remote-Sensing Images. - Shiqing Wei; Tao Zhang 042; Shunping Ji (IEEE Trans. Geosci. Remote. Sens., 2022)

DVIS: Decoupled Video Instance Segmentation Framework. - Tao Zhang 042; Xingye Tian; Yu Wu 011; Shunping Ji; Xuebo Wang; Yuan Zhang 020; Pengfei Wan 001 (ICCV, 2023)

1st Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation. - Tao Zhang 042; Xingye Tian; Haoran Wei; Yu Wu 011; Shunping Ji; Xuebo Wang; Xin Tao 001; Yuan Zhang 020; Pengfei Wan 001 (CoRR, 2023)

1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation. - Tao Zhang 042; Xingye Tian; Yikang Zhou; Yu Wu 011; Shunping Ji; Cilin Yan; Xuebo Wang; Xin Tao 001; Yuan Zhang 020; Pengfei Wan 001 (CoRR, 2023)

Blind Super-Resolution of Single Remotely Sensed Hyperspectral Image. - Zhiyuan Liang; Shuai Wang; Tao Zhang 042; Ying Fu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

From Image Transfer to Object Transfer: Cross-Domain Instance Segmentation Based on Center Point Feature Alignment. - Jin Wang; Shunping Ji; Tao Zhang 042 (IEEE Trans. Geosci. Remote. Sens., 2023)

Low-Light Raw Video Denoising With a High-Quality Realistic Motion Dataset. - Ying Fu 001; Zichun Wang; Tao Zhang 042; Jun Zhang 007 (IEEE Trans. Multim., 2023)

Deep external and internal learning for noisy compressive sensing. - Tao Zhang 042; Ying Fu 001; Debing Zhang; Chun Hu (Neurocomputing, 2023)

Improving Video Segmentation via Dynamic Anchor Queries. - Yikang Zhou; Tao Zhang 042; Shunping Ji; Shuicheng Yan; Xiangtai Li (ECCV (50), 2024)

MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music. - Zihao Wang; Shuyu Li; Tao Zhang 042; Qi Wang; Pengfei Yu; Jinyang Luo; Yan Liu 004; Ming Xi; Kejun Zhang (IJCAI, 2024)

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. - Tao Zhang 042; Xiangtai Li; Hao Fei 001; Haobo Yuan; Shengqiong Wu; Shunping Ji; Chen Change Loy; Shuicheng Yan (NeurIPS, 2024)

RGB-guided hyperspectral image super-resolution with deep progressive learning. - Tao Zhang 042; Ying Fu 001; Liwei Huang; Siyuan Li; Shaodi You; Chenggang Yan 001 (CAAI Trans. Intell. Technol., 2024)

Point Cloud Mamba: Point Cloud Learning via State Space Model. - Tao Zhang 042; Xiangtai Li; Haobo Yuan; Shunping Ji; Shuicheng Yan (CoRR, 2024)

DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries. - Yikang Zhou; Tao Zhang 042; Shunping Ji; Shuicheng Yan; Xiangtai Li (CoRR, 2024)

P2PFormer: A Primitive-to-polygon Method for Regular Building Contour Extraction from Remote Sensing Images. - Tao Zhang 042; Shiqing Wei; Yikang Zhou; Muying Luo; Wenling You; Shunping Ji (CoRR, 2024)

Technique Report of CVPR 2024 PBDL Challenges. - Ying Fu 001; Yu Li 003; Shaodi You; Boxin Shi; Jose Alvarez; Coert Van Gemeren; Linwei Chen; Yunhao Zou; Zichun Wang; Yichen Li; Yuze Han; Yingkai Zhang; et al. (CoRR, 2024)

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. - Haobo Yuan; Xiangtai Li; Lu Qi; Tao Zhang 042; Ming-Hsuan Yang 001; Shuicheng Yan; Chen Change Loy (CoRR, 2024)

MuDiT & MuSiT: Alignment with Colloquial Expression in Description-to-Song Generation. - Zihao Wang; Haoxuan Liu; Jiaxing Yu; Tao Zhang 042; Yan Liu 004; Kejun Zhang (CoRR, 2024)

SAM-RSIS: Progressively Adapting SAM With Box Prompting to Remote Sensing Image Instance Segmentation. - Muying Luo; Tao Zhang 042; Shiqing Wei; Shunping Ji (IEEE Trans. Geosci. Remote. Sens., 2024)

P2PFormer: A Primitive-to-Polygon Method for Regular Building Contour Extraction From Remote Sensing Images. - Tao Zhang 042; Shiqing Wei; Yikang Zhou; Muying Luo; Wenling Yu; Shunping Ji (IEEE Trans. Geosci. Remote. Sens., 2024)

Point Cloud Mamba: Point Cloud Learning via State Space Model. - Tao Zhang 042; Haobo Yuan; Lu Qi; Jiangning Zhang; Qianyu Zhou 001; Shunping Ji; Shuicheng Yan; Xiangtai Li (AAAI, 2025)

CD-STMamba: Toward Remote Sensing Image Change Detection With Spatio-Temporal Interaction Mamba Model. - Shanwei Liu; Shuaipeng Wang; Wei Zhang; Tao Zhang 042; Mingming Xu; Muhammad Yasir; Shiqing Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos. - Haobo Yuan; Xiangtai Li; Tao Zhang 042; Zilong Huang; Shilin Xu 001; Shunping Ji; Yunhai Tong; Lu Qi; Jiashi Feng; Ming-Hsuan Yang 001 (CoRR, 2025)

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs. - Yikang Zhou; Tao Zhang 042; Shilin Xu 001; Shihao Chen; Qianyu Zhou 001; Yunhai Tong; Shunping Ji; Jiangning Zhang; Xiangtai Li; Lu Qi (CoRR, 2025)

Latent Diffusion Enhanced Rectangle Transformer for Hyperspectral Image Restoration. - Miaoyu Li; Ying Fu 001; Tao Zhang 042; Ji Liu 003; Dejing Dou; Chenggang Yan 001; Yulun Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

4th PVUW MeViS 3rd Place Report: Sa2VA. - Haobo Yuan; Tao Zhang 042; Xiangtai Li; Lu Qi; Zilong Huang; Shilin Xu 001; Jiashi Feng; Ming-Hsuan Yang 001 (CoRR, 2025)

An Empirical Study of GPT-4o Image Generation Capabilities. - Sixiang Chen; Jinbin Bai; Zhuoran Zhao; Tian Ye 001; Qingyu Shi; Donghao Zhou; Wenhao Chai; Xin Lin; Jianzong Wu; Chao Tang; Shilin Xu 001; Tao Zhang 042; et al. (CoRR, 2025)

Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding. - Tao Zhang 042; Xiangtai Li; Zilong Huang; Yanwei Li; Weixian Lei; Xueqing Deng; Shihao Chen; Shunping Ji; Jiashi Feng (CoRR, 2025)

Supervise-Assisted Self-Supervised Deep-Learning Method for Hyperspectral Image Restoration. - Miaoyu Li; Ying Fu 001; Tao Zhang 042; Guanghui Wen (IEEE Trans. Neural Networks Learn. Syst., 2025)

On Path to Multimodal Generalist: General-Level and General-Bench. - Hao Fei 001; Yuan Zhou 016; Juncheng Li 006; Xiangtai Li; Qingshan Xu 001; Bobo Li; Shengqiong Wu; Yaoting Wang; Junbao Zhou; Jiahao Meng; Qingyu Shi; Zhiyuan Zhou; et al. (CoRR, 2025)

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models. - Shilin Xu 001; Yanwei Li; Rui Yang; Tao Zhang 042; Yueyi Sun; Wei Chow; Linfeng Li; Hang Song; Qi Xu; Yunhai Tong; Xiangtai Li; Hao Fei 001 (CoRR, 2025)

Dense360: Dense Understanding from Omnidirectional Panoramas. - Yikang Zhou; Tao Zhang 042; Dizhe Zhang; Shunping Ji; Xiangtai Li; Lu Qi (CoRR, 2025)

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World. - Xiangtai Li; Tao Zhang 042; Yanwei Li; Haobo Yuan; Shihao Chen; Yikang Zhou; Jiahao Meng; Yueyi Sun; Shilin Xu 001; Lu Qi; Tianheng Cheng; Yi Lin; et al. (CoRR, 2025)

VectorLLM: Human-like Extraction of Structured Building Contours vis Multimodal LLMs. - Tao Zhang 042; Shiqing Wei; Shihao Chen; Wenling Yu; Muying Luo; Shunping Ji (CoRR, 2025)

Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation. - Quanzhu Niu; Yikang Zhou; Shihao Chen; Tao Zhang 042; Shunping Ji (CoRR, 2025)

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology. - Haochen Wang; Xiangtai Li; Zilong Huang; Anran Wang 001; Jiacong Wang; Tao Zhang 042; Jiani Zheng; Sule Bai; Zijian Kang; Jiashi Feng; Zhuochen Wang; Zhaoxiang Zhang 001 (CoRR, 2025)

DVIS++: Improved Decoupled Framework for Universal Video Segmentation. - Tao Zhang 042; Xingye Tian; Yikang Zhou; Shunping Ji; Xuebo Wang; Xin Tao 001; Yuan Zhang 020; Pengfei Wan 001; Zhongyuan Wang; Yu Wu 011 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Calibration-Free Raw Image Denoising via Fine-Grained Noise Estimation. - Yunhao Zou; Ying Fu 001; Yulun Zhang 001; Tao Zhang 042; Chenggang Yan 001; Radu Timofte (IEEE Trans. Pattern Anal. Mach. Intell., 2025)