Learning Warped Guidance for Blind Face Restoration. - Xiaoming Li 002; Ming Liu 018; Yuting Ye; Wangmeng Zuo; Liang Lin; Ruigang Yang (ECCV (13), 2018)

Learning Symmetry Consistent Deep CNNs for Face Completion. - Xiaoming Li 002; Ming Liu 018; Jieru Zhu; Wangmeng Zuo; Meng Wang 001; Guosheng Hu; Lei Zhang 006 (CoRR, 2018)

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing. - Ming Liu 018; Yukang Ding; Min Xia; Xiao Liu 022; Errui Ding; Wangmeng Zuo; Shilei Wen (CVPR, 2019)

AIM 2020 Challenge on Learned Image Signal Processing Pipeline. - Andrey Ignatov; Radu Timofte; Zhilu Zhang 001; Ming Liu 018; Haolin Wang; Wangmeng Zuo; Jiawei Zhang 002; Ruimao Zhang; Zhanglin Peng; Sijie Ren; Linhui Dai; Xiaohong Liu 001; et al. (ECCV Workshops (3), 2020)

Deep Adaptive Inference Networks for Single Image Super-Resolution. - Ming Liu 018; Zhilu Zhang 001; Liya Hou; Wangmeng Zuo; Lei Zhang 006 (ECCV Workshops (4), 2020)

Learning Flow-Based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision. - Yuxiang Wei 001; Ming Liu 018; Haolin Wang; Ruifeng Zhu; Guosheng Hu; Wangmeng Zuo (ECCV (12), 2020)

Unpaired Learning of Deep Image Denoising. - Xiaohe Wu; Ming Liu 018; Yue Cao 009; Dongwei Ren; Wangmeng Zuo (ECCV (4), 2020)

AIM 2020 Challenge on Learned Image Signal Processing Pipeline. - Andrey Ignatov; Radu Timofte; Zhilu Zhang 001; Ming Liu 018; Haolin Wang; Wangmeng Zuo; Jiawei Zhang 002; Ruimao Zhang; Zhanglin Peng; Sijie Ren; Linhui Dai; Xiaohong Liu 001; et al. (CoRR, 2020)

Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision. - Zhilu Zhang 001; Haolin Wang; Ming Liu 018; Ruohao Wang; Jiawei Zhang 002; Wangmeng Zuo (ICCV, 2021)

Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report. - Marcos V. Conde; Radu Timofte; Yibin Huang; Jingyang Peng; Chang Chen; Cheng Li 009; Eduardo Pérez-Pellitero; Fenglong Song; Furui Bai; Shuai Liu 009; Chaoyu Feng; Xiaotao Wang; et al. (ECCV Workshops (3), 2022)

Self-Supervised Image Restoration with Blurry and Noisy Pairs. - Zhilu Zhang 001; Rongjian Xu; Ming Liu 018; Zifei Yan; Wangmeng Zuo (NeurIPS, 2022)

Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography. - Yue Cao 009; Ming Liu 018; Shuai Liu 009; Xiaotao Wang; Lei Lei; Wangmeng Zuo (CVPR, 2023)

Human Guided Ground-Truth Generation for Realistic Image Super-Resolution. - Du Chen; Jie Liang 007; Xindong Zhang; Ming Liu 018; Hui Zeng 001; Lei Zhang 006 (CVPR, 2023)

Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation. - Zixian Guo; Yuxiang Wei 001; Ming Liu 018; Zhilong Ji; Jinfeng Bai; Yiwen Guo; Wangmeng Zuo (EMNLP (Findings), 2023)

Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition. - Xiaoyu Liu 006; Ming Liu 018; Junyi Li; Shuai Liu 009; Xiaotao Wang; Lei Lei; Wangmeng Zuo (ICCV, 2023)

MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces. - Zhicun Yin; Ming Liu 018; Xiaoming Li 002; Hui Yang; Longan Xiao; Wangmeng Zuo (ICCV, 2023)

Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection. - Yuanze Li; Haolin Wang; Shihao Yuan; Ming Liu 018; Debin Zhao; Yiwen Guo; Chen Xu; Guangming Shi; Wangmeng Zuo (CoRR, 2023)

Survey on leveraging pre-trained generative adversarial networks for image editing and restoration. - Ming Liu 018; Yuxiang Wei 001; Xiaohe Wu; Wangmeng Zuo; Lei Zhang 006 (Sci. China Inf. Sci., 2023)

Two-stage single image reflection removal with reflection-aware guidance. - Yu Li; Ming Liu 018; Yaling Yi; Qince Li; Dongwei Ren; Wangmeng Zuo (Appl. Intell., 2023)

NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge. - Jie Liang 007; Radu Timofte; Qiaosi Yi; Shuaizheng Liu; Lingchen Sun; Rongyuan Wu; Xindong Zhang; Hui Zeng 001; Lei Zhang 006; Yibin Huang; Shuai Liu 009; Yongqiang Li; et al. (CVPR Workshops, 2024)

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions. - Xiaoyu Liu 006; Yuxiang Wei 001; Ming Liu 018; Xianhui Lin; Peiran Ren; Xuansong Xie; Wangmeng Zuo (ECCV (48), 2024)

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection. - Hang Yao 001; Ming Liu 018; Zhicun Yin; Zifei Yan; Xiaopeng Hong; Wangmeng Zuo (ECCV (71), 2024)

Two Optimizers Are Better Than One: LLM Catalyst for Enhancing Gradient-Based Optimization. - Zixian Guo; Ming Liu 018; Zhilong Ji; Jinfeng Bai; Yiwen Guo; Wangmeng Zuo (CoRR, 2024)

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection. - Hang Yao 001; Ming Liu 018; Haolin Wang; Zhicun Yin; Zifei Yan; Xiaopeng Hong; Wangmeng Zuo (CoRR, 2024)

Learning Spatially Decoupled Color Representations for Facial Image Colorization. - Hangyan Zhu; Ming Liu 018; Chao Zhou 003; Zifei Yan; Kuanquan Wang; Wangmeng Zuo (CoRR, 2024)

Retrieval Augmented Image Harmonization. - Haolin Wang; Ming Liu 018; Zifei Yan; Chao Zhou 003; Longan Xiao; Wangmeng Zuo (CoRR, 2024)

De2Net: Under-display camera image restoration with feature deconvolution and kernel decomposition. - Hangyan Zhu; Shaohui Liu; Ming Liu 018; Zifei Yan; Wangmeng Zuo (Comput. Vis. Image Underst., 2024)

Learning Diverse Tone Styles for Image Retouching. - Haolin Wang; Jiawei Zhang 002; Ming Liu 018; Xiaohe Wu; Wangmeng Zuo (IEEE Trans. Image Process., 2024)

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results. - Zheng Chen 014; Jingkai Wang 003; Kai Liu; Jue Gong; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Jianxing Zhang; Jinlong Wu; Jun Wang; Zheng Xie; et al. (CVPR Workshops, 2025)

Adaptive network combination for single-image reflection removal: a domain generalization perspective. - Ming Liu 018; Jianan Pan; Zifei Yan; Wangmeng Zuo; Lei Zhang 006 (Frontiers Comput. Sci., 2025)

Personalized Image Generation with Deep Generative Models: A Decade Survey. - Yuxiang Wei 001; Yiheng Zheng; Yabo Zhang; Ming Liu 018; Zhilong Ji; Lei Zhang 006; Wangmeng Zuo (CoRR, 2025)

Triad: Empowering LMM-based Anomaly Detection with Vision Expert-guided Visual Tokenizer and Manufacturing Process. - Yuanze Li; Shihao Yuan; Haolin Wang; Qizhang Li; Ming Liu 018; Chen Xu; Guangming Shi; Wangmeng Zuo (CoRR, 2025)

Beyond Static Scenes: Camera-controllable Background Generation for Human Motion. - Mingshuai Yao; Mengting Chen; Qinye Zhou; Yabo Zhang; Ming Liu 018; Xiaoming Li 002; Shaohui Liu; Chen Ju; Shuai Xiao; Qingwen Liu 005; Jinsong Lan; Wangmeng Zuo (CoRR, 2025)

Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection. - Weijun Zhuang; Qizhang Li; Xin Li 034; Ming Liu 018; Xiaopeng Hong; Feng Gao; Fan Yang 035; Wangmeng Zuo (CoRR, 2025)

AnimateAnywhere: Rouse the Background in Human Image Animation. - Xiaoyu Liu 006; Mingshuai Yao; Yabo Zhang; Xilin Chen 001; Peiran Ren; Xiaoming Li 002; Ming Liu 018; Wangmeng Zuo (CoRR, 2025)

Decoupled Visual Interpretation and Linguistic Reasoning for Math Problem Solving. - Zixian Guo; Ming Liu 018; Zhilong Ji; Jinfeng Bai; Lei Zhang 006; Wangmeng Zuo (CoRR, 2025)

RefSTAR: Blind Facial Image Restoration with Reference Selection, Transfer, and Reconstruction. - Zhicun Yin; Junjie Chen; Ming Liu 018; Zhixin Wang; Fan Li; Renjing Pei; Xiaoming Li 002; Rynson W. H. Lau; Wangmeng Zuo (CoRR, 2025)