Tran, Son

13 publications

CVPR 2025 CoLLM: A Large Language Model for Composed Image Retrieval Chuong Huynh, Jinyu Yang, Ashish Tawari, Mubarak Shah, Son Tran, Raffay Hamid, Trishul Chilimbi, Abhinav Shrivastava

WACV 2025 DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models Shwetha Ram, Tal Neiman, Qianli Feng, Andrew M Stuart, Son Tran, Trishul A Chilimbi

CVPR 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding Kai Hu, Feng Gao, Xiaohan Nie, Peng Zhou, Son Tran, Tal Neiman, Lingyun Wang, Mubarak Shah, Raffay Hamid, Bing Yin, Trishul Chilimbi

ECCV 2024 Open Vocabulary Multi-Label Video Classification Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Yao, Trishul A Chilimbi

CVPR 2024 VidLA: Video-Language Alignment at Scale Mamshad Nayeem Rizve, Fan Fei, Jayakrishnan Unnikrishnan, Son Tran, Benjamin Z. Yao, Belinda Zeng, Mubarak Shah, Trishul Chilimbi

ECCV 2024 X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Yao, Trishul A Chilimbi, Mubarak Shah

IJCAI 2023 A Logic-Based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract) Stylianos Loukas Vasileiou, William Yeoh, Son Tran, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni

ICCVW 2023 ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion Zhizhang Hu, Xinliang Zhu, Son Tran, René Vidal, Arnab Dhua

CVPR 2022 Multi-Modal Alignment Using Representation Codebook Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi

CVPR 2022 Vision-Language Pre-Training with Triple Contrastive Learning Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang

NeurIPS 2022 Why Do We Need Large Batchsizes in Contrastive Learning? a Gradient-Bias Perspective Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi

CVPR 2021 SLADE: A Self-Training Framework for Distance Metric Learning Jiali Duan, Yen-Liang Lin, Son Tran, Larry S. Davis, C.-C. Jay Kuo

IJCAI 2018 Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search Moinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh