Jinwei Chen
19 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π¬ Deep Specialist (10)
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Dynamic Duo
(15)
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Century Club Β· Bronze
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Keyword Collector
(81)
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Prolific Year Β· Productive
Top co-authors
Research topics
Deep Learning
(14)
Computer Vision
(12)
Models
(11)
Processing
(8)
Machine Learning
(6)
Artificial Intelligence
(3)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Core AI Β· Artificial Intelligence
(3)
Core Methods
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Core AI Β· Computer Vision
(2)
Learning Types Β· Machine Learning
(2)
Keywords
diffusion model
(9)
image restoration
(4)
image super-resolution
(3)
depth estimation
(3)
semantic segmentation
(3)
dense prediction
(2)
image enhancement
(2)
multi-task learning
(2)
in-context learning
(1)
attention mechanism
(1)
image generation
(1)
model distillation
(1)
self-supervised learning
(1)
parameter sharing
(1)
optimal transport
(1)
diffusion process
(1)
scene understanding
(1)
efficient computing
(1)
conditional generation
(1)
feature extraction
(1)
Papers
Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation
AAAI 2026
C^2FG: Control Classifier-Free Guidance via Score Discrepancy Analysis
CVPR 2026
Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance
CVPR 2026
Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework
CVPR 2026
Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning
AAAI 2025
BokehDiff: Neural Lens Blur with One-Step Diffusion
ICCV 2025
Boosting Vision State Space Model with Fractal Scanning
AAAI 2025
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity
ICLR 2025
Learning Adaptive Lighting via Channel-Aware Guidance
ICML 2025
Multi-Task Dense Predictions via Unleashing the Power of Diffusion
ICLR 2025
RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution
AAAI 2025
SDMatte: Grafting Diffusion Models for Interactive Matting
ICCV 2025
TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution
CVPR 2025
Beta-Tuned Timestep Diffusion Model
ECCV 2024
Improving Adversarial Energy-Based Model via Diffusion Process
ICML 2024
Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation
ECCV 2024
Multi-Task Dense Prediction via Mixture of Low-Rank Experts
CVPR 2024
Revisiting Single Image Reflection Removal In the Wild
CVPR 2024
SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging
ECCV 2024