man zhou

40 papers · 2021–2024 · 8 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (48) 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🔬 Deep Specialist (22) 👑 Triple Crown 🏆 Grand Slam 🌱 Topic Pioneer 🤝 Dynamic Duo (23) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (131) 💎 Century Club (40) ⚡ Prolific Year (7)

Conferences

CVPR (11) NIPS (9) ICCV (7) AAAI (4) ECCV (4) ICML (2) IJCAI (2) ICLR (1)

Top co-authors

Jie Huang (23) Feng Zhao (19) Naishan Zheng (11) Xueyang Fu (10) Chongyi Li (10) Keyu Yan (10) Aiping Liu (7) Hu Yu (6) Zhiwei Xiong (6) Chengjun Xie (5)

Keywords

image restoration (14) image fusion (8) remote sensing (6) image enhancement (6) fourier transform (5) multi-spectral image (4) image super-resolution (4) neural network (4) image de-raining (3) neural network optimization (3) deep unfolding (3) convolutional neural network (3) image dehazing (3) image denoising (3) frequency domain (3) deep learning (3) low-light image enhancement (3) domain generalization (3) visual recognition (2) feature extraction (2)

Papers

An Image-enhanced Molecular Graph Representation Learning Framework IJCAI 2024

Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting NIPS 2024

Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion CVPR 2024

Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance CVPR 2024

Frequency-Adaptive Pan-Sharpening with Mixture of Experts AAAI 2024

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain AAAI 2024

Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion CVPR 2024

Ingredient-Oriented Multi-Degradation Learning for Image Restoration CVPR 2023

Training Your Image Restoration Network Better with Random Weight Network as Optimization Function NIPS 2023

FouriDown: Factoring Down-Sampling into Shuffling and Superposing NIPS 2023

Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field NIPS 2023

Transition-constant Normalization for Image Enhancement NIPS 2023

Deep Fractional Fourier Transform NIPS 2023

Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023

Probability-Based Global Cross-Modal Upsampling for Pansharpening CVPR 2023

Learning Sample Relationship for Exposure Correction CVPR 2023

Visual Recognition-Driven Image Restoration for Multiple Degradation With Intrinsic Semantics Recovery CVPR 2023

Exploring Temporal Frequency Spectrum in Deep Video Deblurring ICCV 2023

PanFlowNet: A Flow-Based Deep Network for Pan-Sharpening ICCV 2023

Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-spectral Image Fusion ICCV 2023

Generalized Lightness Adaptation with Channel Selective Normalization ICCV 2023

Empowering Low-Light Image Enhancer through Customized Learnable Priors ICCV 2023

Pyramid Dual Domain Injection Network for Pan-sharpening ICCV 2023

Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement ICLR 2023

Random Shuffle Transformer for Image Restoration ICML 2023

Fourmer: An Efficient Global Modeling Paradigm for Image Restoration ICML 2023

Deep Fourier-Based Exposure Correction Network with Spatial-Frequency Interaction ECCV 2022

Memory-Augmented Model-Driven Network for Pansharpening ECCV 2022

Mutual Information-Driven Pan-Sharpening CVPR 2022

Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022

Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022

Deep Fourier Up-Sampling NIPS 2022

Spatial-Frequency Domain Information Integration for Pan-Sharpening ECCV 2022

Frequency and Spatial Dual Guidance for Image Dehazing ECCV 2022

Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network NIPS 2022

Exploring Fourier Prior for Single Image Rain Removal IJCAI 2022

RETRACTED: Pan-Sharpening with Customized Transformer and Invertible Neural Network AAAI 2022

Improving De-Raining Generalization via Neural Reorganization ICCV 2021

Unfolding Taylor's Approximations for Image Restoration NIPS 2021

Image De-Raining via Continual Learning CVPR 2021