Haifeng Xia
14 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29)
🤝
Dynamic Duo
(12)
🗃️
Keyword Collector
(53)
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Application Areas
(8)
Deep Learning
(6)
Computer Vision
(5)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Artificial Intelligence
(4)
Core Methods
(3)
Generation
(3)
Learning Paradigms
(3)
Models
(3)
Analysis
(2)
Domain-Specific
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Keywords
unsupervised domain adaptation
(3)
source-free domain adaptation
(3)
adversarial learning
(2)
cross-domain learning
(2)
generative model
(2)
feature representation
(2)
domain adaptation
(2)
domain shift
(2)
few-shot learning
(1)
attention mechanism
(1)
contrastive learning
(1)
data augmentation
(1)
batch normalization
(1)
video classification
(1)
feature extraction
(1)
semantic segmentation
(1)
image translation
(1)
autonomous driving
(1)
medical image segmentation
(1)
image generation
(1)
Papers
Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation
AAAI 2025
UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving
ICCV 2025
Discriminative Pattern Calibration Mechanism for Source-Free Domain Adaptation
CVPR 2024
Few-Shot Video Classification via Representation Fusion and Promotion Learning
ICCV 2023
Personalized Semantics Excitation for Federated Image Classification
ICCV 2023
Adversarial Bi-Regressor Network for Domain Adaptive Regression
IJCAI 2022
Cross-Domain Collaborative Normalization via Structural Knowledge
AAAI 2022
InAction: Interpretable Action Decision Making for Autonomous Driving
ECCV 2022
Incomplete Multi-View Domain Adaptation via Channel Enhancement and Knowledge Transfer
ECCV 2022
Adaptive Adversarial Network for Source-Free Domain Adaptation
ICCV 2021
Bi-Directional Generation for Unsupervised Domain Adaptation
AAAI 2020
HGNet: Hybrid Generative Network for Zero-shot Domain Adaptation
ECCV 2020
Structure Preserving Generative Cross-Domain Learning
CVPR 2020
Error Analysis of Generalized Nyström Kernel Regression
NeurIPS 2016