Jingwen He
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (24)
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Mega-Team · Squad
💎
Century Club · Bronze
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Keyword Collector
(54)
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Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(7)
Computer Vision
(6)
Machine Learning
(5)
Models
(5)
Processing
(5)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
generative model
(3)
diffusion model
(3)
image restoration
(2)
diffusion transformer
(2)
self-supervised learning
(1)
multimodal learning
(1)
image generation
(1)
image dehazing
(1)
motion estimation
(1)
video super-resolution
(1)
text-to-image generation
(1)
flow matching
(1)
image denoising
(1)
image super-resolution
(1)
image reconstruction
(1)
structured sparsity
(1)
channel attention
(1)
generative prior
(1)
generative adversarial network
(1)
contrastive learning
(1)
Papers
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
ACL 2026
Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
ICLR 2025
MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation
CVPR 2025
ResMaster: Mastering High-Resolution Image Generation via Structural and Fine-Grained Guidance
AAAI 2025
DiffBIR: Toward Blind Image Restoration with Generative Diffusion Prior
ECCV 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
CVPR 2024
DegAE: A New Pretraining Paradigm for Low-Level Vision
CVPR 2023
Structured Sparsity Learning for Efficient Video Super-Resolution
CVPR 2023
GCFSR: A Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors
CVPR 2022
Conditional Sequential Modulation for Efficient Global Image Retouching
ECCV 2020
Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
ECCV 2020
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers
CVPR 2019