Chunming He
10 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Grand Slam
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(9)
Processing
(7)
Deep Learning
(6)
Machine Learning
(6)
Analysis
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Models
(2)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
image restoration
(4)
camouflaged object detection
(2)
pseudo labeling
(2)
edge detection
(2)
semantic segmentation
(2)
model architecture
(1)
text-to-image generation
(1)
multimodal learning
(1)
wavelet transform
(1)
latent diffusion
(1)
image fusion
(1)
adversarial training
(1)
sparsity
(1)
concept learning
(1)
diffusion model
(1)
object segmentation
(1)
image quality assessment
(1)
perceptual quality
(1)
image dehazing
(1)
weakly supervised learning
(1)
Papers
Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration
CVPR 2026
MultiBooth: Towards Generating All Your Concepts in an Image from Text
AAAI 2025
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
ICLR 2025
RUN: Reversible Unfolding Network for Concealed Object Segmentation
ICML 2025
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
ECCV 2024
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
NeurIPS 2024
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
ICLR 2024
Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction
CVPR 2023
Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion
ICCV 2023
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
NeurIPS 2023