Mingjia Li
9 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Keyword Collector
(52)
Venues
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Research topics
Deep Learning
(7)
Computer Vision
(6)
Machine Learning
(6)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Processing
(4)
Analysis
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Core Methods
(1)
Keywords
image restoration
(3)
semantic segmentation
(3)
domain adaptation
(2)
image classification
(2)
granger causality
(1)
causal discovery
(1)
computer vision
(1)
diffusion model
(1)
test-time adaptation
(1)
shadow removal
(1)
image processing
(1)
structural learning
(1)
visual recognition
(1)
fault detection
(1)
identifiability
(1)
semantic structure
(1)
attention mechanism
(1)
state space model
(1)
knowledge extraction
(1)
domain generalization
(1)
Papers
Rectifying Latent Space for Generative Single-Image Reflection Removal
CVPR 2026
Reversible Decoupling Network for Single Image Reflection Removal
CVPR 2025
ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer
ICCV 2025
Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models
ICML 2025
VSSD: Vision Mamba with Non-Causal State Space Duality
ICCV 2025
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
NeurIPS 2024
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
NeurIPS 2024
Adaptive Texture Filtering for Single-Domain Generalized Segmentation
AAAI 2023
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
AAAI 2023