Son Tran
15 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (8)
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Cross-Pollinator
(8)
π
Renaissance Researcher
(9)
πΊοΈ
Taxonomy Completionist
(42)
π§¬
Topic Evolution
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Keyword Champion
ποΈ
Keyword Collector
(83)
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Century Club
(13)
β
The Questioner
π₯
Unstoppable
(6)
Conferences
CVPR (7)
ECCV (2)
IJCAI (2)
AAAI (1)
ACL (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(4)
video understanding
(2)
self-supervised learning
(2)
zero-shot learning
(2)
visual question answering
(2)
feature embedding
(2)
representation learning
(2)
vision-language representation
(2)
cross-modal retrieval
(2)
knowledge distillation
(2)
video retrieval
(2)
multi-modal learning
(1)
preference optimization
(1)
question answering
(1)
automated planning
(1)
text-to-image generation
(1)
personalized generation
(1)
pseudo labeling
(1)
visual reasoning
(1)
attention mechanism
(1)
Papers
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking
AAAI 2026
ViLL-E: Video LLM Embeddings for Retrieval
ACL 2026
M-LLM Based Video Frame Selection for Efficient Video Understanding
CVPR 2025
CoLLM: A Large Language Model for Composed Image Retrieval
CVPR 2025
DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models
WACV 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
Vision-Language Pre-Training With Triple Contrastive Learning
CVPR 2022
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective
NIPS 2022
Multi-Modal Alignment Using Representation Codebook
CVPR 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