Son Tran
16 papers · 2018–2026 · 7 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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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
π
Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
β
The Questioner
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Century Club Β· Bronze
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Keyword Collector
(91)
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Deep Learning
(9)
Core AI Β· Artificial Intelligence
(9)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(7)
Computer Vision
(5)
Core Methods
(5)
Natural Language Processing
(2)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Core AI Β· Computer Vision
(2)
Models
(2)
Processing
(2)
Keywords
contrastive learning
(4)
video understanding
(2)
visual question answering
(2)
representation learning
(2)
video retrieval
(2)
feature embedding
(2)
cross-modal retrieval
(2)
zero-shot learning
(2)
multimodal large language model
(2)
vision-language representation
(2)
self-supervised learning
(2)
knowledge distillation
(2)
multimodal learning
(1)
preference optimization
(1)
automated planning
(1)
question answering
(1)
image retrieval
(1)
personalized generation
(1)
pseudo labeling
(1)
attention mechanism
(1)
Papers
Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs
CVPR 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking
AAAI 2026
ViLL-E: Video LLM Embeddings for Retrieval
ACL 2026
CoLLM: A Large Language Model for Composed Image Retrieval
CVPR 2025
DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models
WACV 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding
CVPR 2025
Open Vocabulary Multi-Label Video Classification
ECCV 2024
VidLA: Video-Language Alignment at Scale
CVPR 2024
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs
ECCV 2024
A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract)
IJCAI 2023
Multi-Modal Alignment Using Representation Codebook
CVPR 2022
Vision-Language Pre-Training With Triple Contrastive Learning
CVPR 2022
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective
NeurIPS 2022
SLADE: A Self-Training Framework for Distance Metric Learning
CVPR 2021
Fashion Outfit Complementary Item Retrieval
CVPR 2020
Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search
IJCAI 2018