Yulun Zhang 0001 - researchr alias

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2025

Low-Light Image Enhancement via Generative Perceptual PriorsHan Zhou 0003, Wei Dong 0010, Xiaohong Liu 0010, Yulun Zhang 0001, Guangtao Zhai, Jun Chen 0005. AAAI 2025: 10752-10760 [doi]

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and ResultsXiaoning Liu 0003, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang 0001, Shuhang Gu, Le Zhang 0001, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang 0001, Qingsen Yan, Han Zhou 0003, Wei Dong 0010, Yan Min, Mohab Kishawy, Jun Chen 0005, 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 0001, Changhui Hu 0001, 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 0001, Zhao Zhang 0001, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama 0001, S. Mohamed Mansoor Roomi, Ao Li 0007, Xiangtao Zhang, Zhe Liu 0019, 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. cvpr 2025: 1205-1215 [doi]

OSDFace: One-Step Diffusion Model for Face RestorationJingkai Wang 0003, Jue Gong, Lin Zhang, Zheng Chen, Xing Liu, Hong Gu, Yutong Liu, Yulun Zhang 0001, Xiaokang Yang 0001. cvpr 2025: 12626-12636 [doi]

Spatial Frequency Modulation Network for Efficient Image DehazingHao Shen 0006, Henghui Ding, Yulun Zhang 0001, Zhong-Qiu Zhao, Xudong Jiang 0001. TIP, 34:3982-3996, 2025. [doi]

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and ResultsZheng Chen 0014, Kai Liu, Jue Gong, Jingkai Wang 0003, Lei Sun 0016, Zongwei Wu, Radu Timofte, Yulun Zhang 0001, Xiangyu Kong, Xiaoxuan Yu, Hyunhee Park, Suejin Han, Hakjae Jeon, Dafeng Zhang, Hyung-Ju Chun, Donghun Ryou, Inju Ha, Bohyung Han, Lu Zhao, Yuyi Zhang, Pengyu Yan, Jiawei Hu, Pengwei Liu, Fengjun Guo, Hongyuan Yu, Pufan Xu, Zhijuan Huang, Shuyuan Cui, Peng Guo, Jiahui Liu, Dongkai Zhang, Heng Zhang, Huiyuan Fu, Huadong Ma, Yanhui Guo, Sisi Tian, Xin Li 0082, Jinwen Liang, Jie Liu 0040, Jie Tang 0006, Gangshan Wu, Zeyu Xiao, Zhuoyuan Li, Yinxiang Zhang, Wenxuan Cai, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, G. Gyaneshwar Rao, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Marcos V. Conde, Alejandro Merino, Bruno Longarela, Javier Abad, Weijun Yuan, Zhan Li 0004, Zhanglu Chen, Boyang Yao, Aagam Jain, Milan Kumar Singh, Ankit Kumar, Shubh Kawa, Divyavardhan Singh, Anjali Sarvaiya, Kishor P. Upla, Raghavendra Ramachandra, Chia-Ming Lee, Yu-Fan Lin, Chih-Chung Hsu, Risheek V. Hiremath, Palani Yashaswini, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang 0017, Shuyuan Zhu, Bing Zeng, David Bull 0001, Jingwei Liao, YuQing Yang, Wenda Shao, Junyi Zhao, Qisheng Xu, Kele Xu, Sunder Ali Khowaja, Ik Hyun Lee, Snehal Singh Tomar, Rajarshi Ray, Klaus Mueller, Sachin Chaudhary, Surya Vashisth, Akshay Dudhane, Praful Hambarde, Satya Naryan Tazi, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Zahra Moammeri, Ahmad Mahmoudi Aznaveh, Ali Karbasi, Hossein Motamednia, Liangyan Li, Guanhua Zhao, Kevin Le, Yimo Ning, Haoxuan Huang, Jun Chen 0005. cvpr 2025: 1525-1535 [doi]

Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic TeacherYong Guo, Shulian Zhang, Haolin Pan, Jing Liu 0048, Yulun Zhang 0001, Jian Chen 0011. iclr 2025: [doi]

MambaIRv2: Attentive State Space RestorationHang Guo, Yong Guo, Yaohua Zha, Yulun Zhang 0001, Wenbo Li 0002, Tao Dai 0001, Shu-Tao Xia, Yawei Li 0001. cvpr 2025: 28124-28133 [doi]

Diffusion Models in Low-Level Vision: A SurveyChunming He, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang 0001, Wangmeng Zuo, Zhenhua Guo 0001, Xiu Li 0001. pami, 47(6):4630-4651, June 2025. [doi]

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion ModelChunming He, Chengyu Fang, Yulun Zhang 0001, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo 0001, Xiu Li 0001, Sina Farsiu. iclr 2025: [doi]

Segment Concealed Objects With Incomplete SupervisionChunming He, Kai Li 0012, Yachao Zhang 0001, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang 0001, Yulun Zhang 0001, Linghe Kong, Xiu Li 0001, Sina Farsiu. pami, 47(9):7832-7851, September 2025. [doi]

Latent Diffusion Enhanced Rectangle Transformer for Hyperspectral Image RestorationMiaoyu Li, Ying Fu 0001, Tao Zhang 0042, Ji Liu 0003, Dejing Dou, Chenggang Yan 0001, Yulun Zhang 0001. pami, 47(1):549-564, January 2025. [doi]

GenDataAgent: On-the-fly Dataset Augmentation with Synthetic DataZhiteng Li, Lele Chen, Jerone T. A. Andrews, Yunhao Ba, Yulun Zhang 0001, Alice Xiang. iclr 2025: [doi]

ARB-LLM: Alternating Refined Binarizations for Large Language ModelsZhiteng Li, Xianglong Yan, Tianao Zhang, Haotong Qin, Dong Xie, Jiang Tian, Zhongchao Shi, Linghe Kong, Yulun Zhang 0001, Xiaokang Yang 0001. iclr 2025: [doi]

DCS-RISR: Dynamic channel splitting for efficient real-world image super-resolutionJunbo Qiao, Shaohui Lin, Yulun Zhang 0001, Wei Li 0002, Jie Hu 0021, Gaoqi He, Changbo Wang, Lizhuang Ma. NN, 184:107119, 2025. [doi]

Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive ImagingMengjie Qin, Yuchao Feng, Zongliang Wu, Yulun Zhang 0001, Xin Yuan 0002. AAAI 2025: 6594-6602 [doi]

BiVM: Accurate Binarized Neural Network for Efficient Video MattingHaotong Qin, Xianglong Liu 0001, Xudong Ma, Lei Ke, Yulun Zhang 0001, Jie Luo 0004, Michele Magno. pami, 47(10):9250-9265, October 2025. [doi]

Dual-branch Graph Feature Learning for NLOS ImagingXiongfei Su, Tianyi Zhu, Lina Liu, Zheng Chen, Yulun Zhang 0001, Siyuan Li, Juntian Ye, Feihu Xu, Xin Yuan 0002. AAAI 2025: 7051-7059 [doi]

Prior-guided Hierarchical Harmonization Network for Efficient Image DehazingXiongfei Su, Siyuan Li, Yuning Cui 0001, Miao Cao, Yulun Zhang 0001, Zheng Chen, Zongliang Wu, Zedong Wang, Yuanlong Zhang, Xin Yuan 0002. AAAI 2025: 7042-7050 [doi]

Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion ModelKeda Tao, Jinjin Gu, Yulun Zhang 0001, Xiucheng Wang, Nan Cheng. iclr 2025: [doi]

$S^{2}$S2-Transformer for Mask-Aware Hyperspectral Image ReconstructionJiamian Wang, Kunpeng Li, Yulun Zhang 0001, Xin Yuan 0002, Zhiqiang Tao. pami, 47(6):4299-4316, June 2025. [doi]

Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel ImagingPing Wang, Lishun Wang, Gang Qu 0005, Xiaodong Wang, Yulun Zhang 0001, Xin Yuan 0002. cvpr 2025: 411-421 [doi]

Restoration of Images Taken Through a Dirty Window Using Optics-Guided TransformerZongliang Wu, Juzheng Zhang, Ying Fu 0001, Yulun Zhang 0001, Xin Yuan 0002. TIP, 34:3352-3365, 2025. [doi]

DiffI2I: Efficient Diffusion Model for Image-to-Image TranslationBin Xia, Yulun Zhang 0001, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Radu Timotfe, Luc Van Gool. pami, 47(3):1578-1593, March 2025. [doi]

Complexity Experts are Task-Discriminative Learners for Any Image RestorationEduard Zamfir, Zongwei Wu, Nancy Mehta, Yuedong Tan, Danda Pani Paudel, Yulun Zhang 0001, Radu Timofte. cvpr 2025: 12753-12763 [doi]

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-ResolutionLibo Zhu, Jianze Li, Haotong Qin, Wenbo Li 0002, Yulun Zhang 0001, Yong Guo, Xiaokang Yang 0001. cvpr 2025: 12778-12788 [doi]

Calibration-Free Raw Image Denoising via Fine-Grained Noise EstimationYunhao Zou, Ying Fu 0001, Yulun Zhang 0001, Tao Zhang 0042, Chenggang Yan 0001, Radu Timofte. pami, 47(7):5368-5384, July 2025. [doi]

2024

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure CorrectionWei Dong 0010, Han Zhou 0003, Yulun Zhang 0001, Xiaohong Liu 0001, Jun Chen 0005. nips 2024: [doi]

Binarized Diffusion Model for Image Super-ResolutionZheng Chen 0014, Haotong Qin, Yong Guo, Xiongfei Su, Xin Yuan 0002, Linghe Kong, Yulun Zhang 0001. nips 2024: [doi]

HiT-SR: Hierarchical Transformer for Efficient Image Super-ResolutionXiang Zhang 0022, Yulun Zhang 0001, Fisher Yu 0001. eccv 2025: 483-500 [doi]

HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian SplattingYuanhao Cai, Zihao Xiao 0001, Yixun Liang, Minghan Qin, Yulun Zhang 0001, Xiaokang Yang, Yaoyao Liu 0001, Alan L. Yuille. nips 2024: [doi]

Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding NetworkChengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang 0001, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li 0001. nips 2024: [doi]

HQG-Net: Unpaired Medical Image Enhancement With High-Quality GuidanceChunming He, Kai Li 0012, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang 0001, Yaowei Wang 0001, Xiu Li 0001. tnn, 35(12):18404-18418, December 2024. [doi]

2DQuant: Low-bit Post-Training Quantization for Image Super-ResolutionKai Liu, Haotong Qin, Yong Guo, Xin Yuan 0002, Linghe Kong, Guihai Chen, Yulun Zhang 0001. nips 2024: [doi]

Hierarchical Separable Video Transformer for Snapshot Compressive ImagingPing Wang, Yulun Zhang 0001, Lishun Wang, Xin Yuan 0002. eccv 2025: 104-122 [doi]

BiDM: Pushing the Limit of Quantization for Diffusion ModelsXingyu Zheng, Xianglong Liu 0001, Yichen Bian, Xudong Ma, Yulun Zhang 0001, Jiakai Wang, Jinyang Guo, Haotong Qin. nips 2024: [doi]

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