Ma, Jiayi

65 publications

CVPR 2025 ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling Xinyu Xiang, Qinglong Yan, Hao Zhang, Jiayi Ma

CVPR 2025 Adapting Dense Matching for Homography Estimation with Grid-Based Acceleration Kaining Zhang, Yuxin Deng, Jiayi Ma, Paolo Favaro

ICCV 2025 ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching Yuxin Deng, Kaining Zhang, Linfeng Tang, Jiaqi Yang, Jiayi Ma

ICCV 2025 Balancing Task-Invariant Interaction and Task-Specific Adaptation for Unified Image Fusion Xingyu Hu, Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu, Jiayi Ma

ICCV 2025 CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching Zizhuo Li, Yifan Lu, Linfeng Tang, Shihua Zhang, Jiayi Ma

NeurIPS 2025 ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts Linfeng Tang, Yeda Wang, Zhanchuan Cai, Junjun Jiang, Jiayi Ma

AAAI 2025 Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker Xinyu Xiang, Qinglong Yan, Hao Zhang, Jianfeng Ding, Han Xu, Zhongyuan Wang, Jiayi Ma

NeurIPS 2025 DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration Hebaixu Wang, Jing Zhang, Haonan Guo, Di Wang, Jiayi Ma, Bo Du

AAAI 2025 DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-View Correspondence Learning Yifan Lu, Jiajun Le, Zizhuo Li, Yixuan Yuan, Jiayi Ma

ICCV 2025 Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-Sharpening Hebaixu Wang, Jiayi Ma

NeurIPS 2025 Deno-if: Unsupervised Noisy Visible and Infrared Image Fusion Method Han Xu, Yuyang Li, Yunfei Deng, Jiayi Ma, Guangcan Liu

ICCV 2025 End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation Liwei Wang, Yanduo Zhang, Tao Lu, Fang Liu, Huiqin Zhang, Jiayi Ma, Huabing Zhou

ICCV 2025 HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration Xiyu Zhang, Jiayi Ma, Jianwei Guo, Wei Hu, Zhaoshuai Qi, Fei Hui, Jiaqi Yang, Yanning Zhang

ICCV 2025 LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-up Tables Xunpeng Yi, Yibing Zhang, Xinyu Xiang, Qinglong Yan, Han Xu, Jiayi Ma

AAAI 2025 Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation Shihua Zhang, Zhenjie Zhu, Zizhuo Li, Tao Lu, Jiayi Ma

AAAI 2025 Multi-Shape Matching with Cycle Consistency Basis via Functional Maps Yifan Xia, Tianwei Ye, Huabing Zhou, Zhongyuan Wang, Jiayi Ma

IJCAI 2025 Multimodal Image Matching Based on Cross-Modality Completion Pre-Training Meng Yang, Fan Fan, Jun Huang, Yong Ma, Xiaoguang Mei, Zhanchuan Cai, Jiayi Ma

CVPRW 2025 NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang, Qingsen Yan, Han Zhou, Wei Dong, Yan Min, Mohab Kishawy, Jun Chen, Pengpeng Yu, Anjin Park, Seung-Soo Lee, Young-Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma, Changhui Hu, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G. Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo, Zhao Zhang, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, Ao Li, Xiangtao Zhang, Zhe Liu, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li, Hangyuan Lu, Rixian Liu, Tengfeng Wang, Jinxing Liang, Chenxin Yu

NeurIPS 2025 Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion Lei Cao, Hao Zhang, Chunyu Li, Jiayi Ma

ICCV 2025 Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior Qing Ma, Pengwei Liang, Xiong Zhou, Jiayi Ma, Junjun Jiang, Zhe Peng

ICCV 2025 TemCoCo: Temporally Consistent Multi-Modal Video Fusion with Visual-Semantic Collaboration Meiqi Gong, Hao Zhang, Xunpeng Yi, Linfeng Tang, Jiayi Ma

AAAI 2024 A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency Hao Zhang, Xuhui Zuo, Huabing Zhou, Tao Lu, Jiayi Ma

ICLR 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma

ECCV 2024 CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan

IJCAI 2024 Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening Meiqi Gong, Hao Zhang, Hebaixu Wang, Jun Chen, Jun Huang, Xin Tian, Jiayi Ma

CVPR 2024 DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning Shihua Zhang, Zizhuo Li, Yuan Gao, Jiayi Ma

AAAI 2024 Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma

CVPR 2024 Dispel Darkness for Better Fusion: A Controllable Visual Enhancer Based on Cross-Modal Conditional Adversarial Learning Hao Zhang, Linfeng Tang, Xinyu Xiang, Xuhui Zuo, Jiayi Ma

AAAI 2024 Locality Preserving Refinement for Shape Matching with Functional Maps Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma

CVPR 2024 MRFS: Mutually Reinforcing Image Fusion and Segmentation Hao Zhang, Xuhui Zuo, Jie Jiang, Chunchao Guo, Jiayi Ma

AAAI 2024 ResMatch: Residual Attention Learning for Feature Matching Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma

AAAI 2024 SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning Yuxin Deng, Jiayi Ma

ICML 2024 Sparse-to-Dense Multimodal Image Registration via Multi-Task Learning Kaining Zhang, Jiayi Ma

CVPR 2024 Text-if: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

CVPR 2024 Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis Yang Yu, Erting Pan, Xinya Wang, Yuheng Wu, Xiaoguang Mei, Jiayi Ma

AAAI 2023 ConvMatch: Rethinking Network Design for Two-View Correspondence Learning Shihua Zhang, Jiayi Ma

ICCV 2023 Diff-Retinex: Rethinking Low-Light Image Enhancement with a Generative Diffusion Model Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

CVPR 2023 LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection Jinsheng Xiao, Yuanxu Wu, Yunhua Chen, Shurui Wang, Zhongyuan Wang, Jiayi Ma

NeurIPS 2023 Robust Model Reasoning and Fitting via Dual Sparsity Pursuit Xingyu Jiang, Jiayi Ma

CVPR 2023 Robust and Scalable Gaussian Process Regression and Its Applications Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang

CVPR 2023 Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen

IJCAI 2023 U-Match: Two-View Correspondence Learning with Hierarchy-Aware Local Context Aggregation Zizhuo Li, Shihua Zhang, Jiayi Ma

AAAI 2023 Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning Han Xu, Liang Haochen, Jiayi Ma

CVPR 2022 Coherent Point Drift Revisited for Non-Rigid Shape Matching and Registration Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Liu

CVPRW 2022 From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution Junjun Jiang, Chenyang Wang, Xianming Liu, Kui Jiang, Jiayi Ma

ECCV 2022 Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

ECCV 2022 Hierarchical Memory Learning for Fine-Grained Scene Graph Generation Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma

CVPR 2022 MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph Luanyuan Dai, Yizhang Liu, Jiayi Ma, Lifang Wei, Taotao Lai, Changcai Yang, Riqing Chen

CVPR 2022 RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu

ICCV 2021 Omniscient Video Super-Resolution Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Xin Tian, Jiayi Ma

ICCV 2021 T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma

AAAI 2021 To Choose or to Fuse? Scale Selection for Crowd Counting Qingyu Song, Changan Wang, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Jian Wu, Jiayi Ma

ICCV 2021 Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai, Xuyi Hu, Chengjie Wang, Jilin Li, Jiayi Ma, Yang Wu

AAAI 2020 FusionDN: A Unified Densely Connected Network for Image Fusion Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo

ECCV 2020 Geometric Estimation via Robust Subspace Recovery Aoxiang Fan, Xingyu Jiang, Yang Wang, Junjun Jiang, Jiayi Ma

AAAI 2020 Rethinking the Image Fusion: A Fast Unified Image Fusion Network Based on Proportional Maintenance of Gradient and Intensity Hao Zhang, Han Xu, Yang Xiao, Xiaojie Guo, Jiayi Ma

ICCVW 2019 AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results Shuhang Gu, Hanwen Liu, Dan Zhu, Tangxin Xie, Xin Yang, Chen Zhu, Jia Yu, Wenyu Sun, Xin Tao, Zijun Deng, Liying Lu, Martin Danelljan, Wenbo Li, Taian Guo, Xiaoyong Shen, Xuemiao Xu, Yu-Wing Tai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Radu Timofte, Jiayi Ma, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Wan-Chi Siu, Yui-Lam Chan, Ruofan Zhou, Majed El Helou, Kuldeep Purohit, Praveen Kandula, Muhammad Haris, Maitreya Suin, A. N. Rajagopalan, Kazutoshi Akita, Greg Shakhnarovich, Norimichi Ukita, Pablo Navarrete Michelini, Wenbin Chen

ICCVW 2019 AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results Dario Fuoli, Xiaoyong Shen, Shutao Xia, Yurong Dai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Zhiwei Zhong, Shuhang Gu, Chenyang Wang, Junjun Jiang, Xianming Liu, Radu Timofte, Xin Tao, Wenbo Li, Taian Guo, Zijun Deng, Liying Lu, Tao Dai

IJCAI 2019 Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators Han Xu, Pengwei Liang, Wei Yu, Junjun Jiang, Jiayi Ma

CVPRW 2019 NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results Seungjun Nah, Radu Timofte, Shuhang Gu, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Xintao Wang, Kelvin C. K. Chan, Ke Yu, Chao Dong, Chen Change Loy, Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang, Xiao Liu, Chao Li, Dongliang He, Yukang Ding, Shilei Wen, Fatih Porikli, Ratheesh Kalarot, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Hang Dong, Xinyi Zhang, Zhe Hu, Kwan-Young Kim, Dong Un Kang, Se Young Chun, Kuldeep Purohit, A. N. Rajagopalan, Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu, Ahmet Murat Tekalp, Mustafa Akin Yilmaz, Cansu Korkmaz, Manoj Sharma, Megh Makwana, Anuj Badhwar, Ajay Pratap Singh, Avinash Upadhyay, Rudrabha Mukhopadhyay, Ankit Shukla, Dheeraj Khanna, A. S. Mandal, Santanu Chaudhury, Si Miao, Yongxin Zhu, Xiao Huo

IJCAI 2018 Deep CNN Denoiser and Multi-Layer Neighbor Component Embedding for Face Hallucination Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

IJCAI 2017 Locality Preserving Matching Jiayi Ma, Ji Zhao, Hanqi Guo, Junjun Jiang, Huabing Zhou, Yuan Gao

AAAI 2017 Non-Rigid Point Set Registration with Robust Transformation Estimation Under Manifold Regularization Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou

CVPR 2013 Robust Estimation of Nonrigid Transformation for Point Set Registration Jiayi Ma, Ji Zhao, Jinwen Tian, Zhuowen Tu, Alan L. Yuille

CVPR 2011 A Robust Method for Vector Field Learning with Application to Mismatch Removing Ji Zhao, Jiayi Ma, Jinwen Tian, Jie Ma, Dazhi Zhang