Xiang Fan
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Mathematics
(1)
Models
(1)
Techniques
(1)
Keywords
information theory
(1)
representation learning
(1)
contrastive learning
(1)
benchmark evaluation
(1)
few-shot learning
(1)
image generation
(1)
model selection
(1)
text generation
(1)
multimodal learning
(1)
conditional generation
(1)
flow matching
(1)
deep learning
(1)
reward learning
(1)
diffusion model
(1)
language model
(1)
heterogeneous data
(1)
multimodal representation
(1)
modality robustness
(1)
contrastive objective
(1)
multimodal deep learning
(1)
Papers
Contrastive Flow Matching
ICCV 2025
Videoshop: Localized Semantic Video Editing with Noise-Extrapolated Diffusion Inversion
ECCV 2024
MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning
JMLR 2023
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control
ACL 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
NeurIPS 2023