Jinjin Gu
31 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(16)
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(20)
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Computer Vision
(23)
Deep Learning
(22)
Processing
(20)
Machine Learning
(14)
Architectures
(9)
Learning Types Β· Deep Learning
(9)
Artificial Intelligence
(8)
Core AI
(8)
Models
(8)
Application Areas
(6)
Generation
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Techniques
(4)
Natural Language Processing
(3)
Keywords
image restoration
(12)
image super-resolution
(6)
diffusion model
(4)
latent space
(3)
attention mechanism
(3)
self-supervised learning
(3)
transformer architecture
(3)
image reconstruction
(3)
image denoising
(3)
low-level vision
(2)
image deraining
(2)
large language model
(2)
multimodal learning
(2)
domain generalization
(2)
vision transformer
(2)
generative adversarial network
(2)
video super-resolution
(2)
generalization ability
(2)
multimodal large language model
(2)
model architecture
(1)
Papers
PhotoFramer: Multi-modal Image Composition Instruction
CVPR 2026
An Intelligent Agentic System for Complex Image Restoration Problems
ICLR 2025
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
ICLR 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution
CVPR 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models
ICLR 2025
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models
ECCV 2024
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
NeurIPS 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
CVPR 2024
Recursive Generalization Transformer for Image Super-Resolution
ICLR 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
NeurIPS 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
CVPR 2024
Xformer: Hybrid X-Shaped Transformer for Image Denoising
ICLR 2024
Accurate Image Restoration with Attention Retractable Transformer
ICLR 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
ICML 2023
DegAE: A New Pretraining Paradigm for Low-Level Vision
CVPR 2023
Dual Aggregation Transformer for Image Super-Resolution
ICCV 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
NeurIPS 2023
Masked Image Training for Generalizable Deep Image Denoising
CVPR 2023
Mitigating Artifacts in Real-World Video Super-resolution Models
AAAI 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
NeurIPS 2023
Snow Removal in Video: A New Dataset and A Novel Method
ICCV 2023
Cross Aggregation Transformer for Image Restoration
NeurIPS 2022
Reflash Dropout in Image Super-Resolution
CVPR 2022
Rethinking Alignment in Video Super-Resolution Transformers
NeurIPS 2022
Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images
ECCV 2022
Texture-Based Error Analysis for Image Super-Resolution
CVPR 2022
Interpreting Super-Resolution Networks With Local Attribution Maps
CVPR 2021
Image Processing Using Multi-Code GAN Prior
CVPR 2020
Interpreting the Latent Space of GANs for Semantic Face Editing
CVPR 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration
ECCV 2020
Blind Super-Resolution With Iterative Kernel Correction
CVPR 2019