← Authors

Jinshan Pan

66 papers · 2014–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (11) πŸ—ΊοΈ Taxonomy Completionist (56) 🏠 Conference Loyalist (30) πŸ”¬ Deep Specialist (45) 🀝 Dynamic Duo (22) 🧬 Topic Evolution πŸ† Keyword Champion (28) ⚑ Prolific Year (6) πŸ’Ž Century Club (66) πŸ—ƒοΈ Keyword Collector (238) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10)

Conferences

CVPR (30) ICCV (18) AAAI (8) ECCV (7) NIPS (3)

Top co-authors

Ming-Hsuan Yang (22) Jiangxin Dong (20) Jinhui Tang (14) Jiawei Zhang (11) Jimmy Ren (8) Zhixun Su (8) Cong Wang (5) Deqing Sun (5) Xiang Chen (5) Hang Dong (4)

Keywords

image restoration (28) convolutional neural network (18) image deblurring (15) image deraining (8) image dehazing (7) image super-resolution (7) transformer architecture (6) neural network (4) video deblurring (4) unpaired learning (4) diffusion model (4) rain removal (3) frequency domain (3) rain streak removal (3) self-supervised learning (3) feature extraction (3) recurrent neural network (3) image deconvolution (2) maximum a posteriori (2) self-attention mechanism (2)

Papers

DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution CVPR 2025
Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance CVPR 2025
Intra and Inter Parser-Prompted Transformers for Effective Image Restoration AAAI 2025
Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing ICCV 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration ICCV 2025
CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-learning and Co-training ICCV 2025
PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution ICCV 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025
Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model ICCV 2025
Efficient Concertormer for Image Deblurring and Beyond ICCV 2025
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition CVPR 2025
FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution CVPR 2025
Efficient Visual State Space Model for Image Deblurring CVPR 2025
Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration CVPR 2024
Correlation Matching Transformation Transformers for UHD Image Restoration AAAI 2024
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency AAAI 2024
SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution ECCV 2024
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization ECCV 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration ECCV 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining CVPR 2024
Efficient Frequency Domain-Based Transformers for High-Quality Image Deblurring CVPR 2023
Deep Discriminative Spatial and Temporal Network for Efficient Video Deblurring CVPR 2023
FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction CVPR 2023
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution ICCV 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution ICCV 2023
Multi-Scale Residual Low-Pass Filter Network for Image Deblurring ICCV 2023
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception NIPS 2023
Hybrid CNN-Transformer Feature Fusion for Single Image Deraining AAAI 2023
Learning a Sparse Transformer Network for Effective Image Deraining CVPR 2023
Online-Updated High-Order Collaborative Networks for Single Image Deraining AAAI 2022
Learning Discriminative Shrinkage Deep Networks for Image Deconvolution ECCV 2022
Deep Recurrent Neural Network with Multi-Scale Bi-directional Propagation for Video Deblurring AAAI 2022
Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution NIPS 2022
Deep Blind Video Super-Resolution ICCV 2021
Image De-Raining via Continual Learning CVPR 2021
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer ICCV 2021
Learning To Restore Hazy Video: A New Real-World Dataset and a New Method CVPR 2021
Learning a Non-Blind Deblurring Network for Night Blurry Images CVPR 2021
Multi-Scale Boosted Dehazing Network With Dense Feature Fusion CVPR 2020
Learning to Deblur Face Images via Sketch Synthesis AAAI 2020
Image Formation Model Guided Deep Image Super-Resolution AAAI 2020
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior CVPR 2020
Learning Event-Driven Video Deblurring and Interpolation ECCV 2020
Physics-based Feature Dehazing Networks ECCV 2020
Learning Deep Priors for Image Dehazing ICCV 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring ICCV 2019
DAVANet: Stereo Deblurring With View Aggregation CVPR 2019
Spatially Variant Linear Representation Models for Joint Filtering CVPR 2019
Learning Data Terms for Non-blind Deblurring ECCV 2018
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS 2018
Single Image Dehazing via Conditional Generative Adversarial Network CVPR 2018
Learning a Discriminative Prior for Blind Image Deblurring CVPR 2018
LSTM Pose Machines CVPR 2018
Gated Fusion Network for Single Image Dehazing CVPR 2018
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR 2018
Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution CVPR 2017
Blind Image Deblurring With Outlier Handling ICCV 2017
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel ICCV 2017
Learning Discriminative Data Fitting Functions for Blind Image Deblurring ICCV 2017
Learning to Super-Resolve Blurry Face and Text Images ICCV 2017
Blind Image Deblurring Using Dark Channel Prior CVPR 2016
Soft-Segmentation Guided Object Motion Deblurring CVPR 2016
Robust Kernel Estimation With Outliers Handling for Image Deblurring CVPR 2016
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior CVPR 2014