Chuan-Xian Ren
11 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Application Areas
(10)
Deep Learning
(7)
Learning Types · Deep Learning
(6)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(4)
Learning Paradigms
(4)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
domain adaptation
(7)
transfer learning
(5)
optimal transport
(5)
unsupervised domain adaptation
(2)
domain generalization
(2)
entropy regularization
(2)
partial domain adaptation
(2)
distribution discrepancy
(2)
distribution matching
(2)
conditional distribution
(2)
correlation learning
(1)
feature matching
(1)
manifold learning
(1)
feature representation
(1)
semantic segmentation
(1)
knowledge transfer
(1)
probabilistic model
(1)
attention mechanism
(1)
label shift
(1)
probability distribution
(1)
Papers
GCA: Geometry-aware Conditional Alignment for Partial Domain Adaptation with Coding Rate Reduction
AAAI 2026
Inverse Optimal Transport for Efficient Adaptation of Vision-Language Models
AAAI 2026
Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation
AAAI 2026
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression
ECCV 2024
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation
AAAI 2024
Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation
IJCAI 2024
Adaptive Texture Filtering for Single-Domain Generalized Segmentation
AAAI 2023
MOT: Masked Optimal Transport for Partial Domain Adaptation
CVPR 2023
Conditional Bures Metric for Domain Adaptation
CVPR 2021
Enhanced Transport Distance for Unsupervised Domain Adaptation
CVPR 2020
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment
AAAI 2020