Wangkai Li
10 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🏆 Keyword Champion (2) 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(7)
Analysis
(7)
Application Areas
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
semantic segmentation
(6)
pseudo label
(2)
unsupervised domain adaptation
(2)
semi-supervised semantic segmentation
(2)
prototype learning
(2)
embedding space
(1)
domain adaptation
(1)
semi-supervised learning
(1)
medical image segmentation
(1)
cross-domain adaptation
(1)
class imbalance
(1)
electron microscopy
(1)
generative model
(1)
diffusion model
(1)
domain generalization
(1)
uncertainty estimation
(1)
evidential learning
(1)
dirichlet distribution
(1)
feature matching
(1)
few-shot learning
(1)
Papers
From Softmax to Dirichlet: Evidential Learning for Semi-supervised Semantic Segmentation
CVPR 2026
Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective
AAAI 2025
Balanced Learning for Domain Adaptive Semantic Segmentation
ICML 2025
Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
ICML 2025
Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation
CVPR 2025
Exploring Weather-aware Aggregation and Adaptation for Semantic Segmentation under Adverse Conditions
ICCV 2025
Generalized Few-Shot Point Cloud Segmentation via LLM-Assisted Hyper-Relation Matching
ICCV 2025
Towards Unbiased Learning in Semi-Supervised Semantic Segmentation
ICLR 2025
Two Losses, One Goal: Balancing Conflict Gradients for Semi-supervised Semantic Segmentation
ICCV 2025
Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation
ECCV 2024