Son Tran

51 papers A* 12A 1Misc 1Journal 20Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large Language Models: A Mathematical Formulation.
CoRR
Ricardo Baptista, Andrew M. Stuart, Son Tran
2026 A* conf
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking.
AAAI
Sirnam Swetha, Rui Meng, Shwetha Ram, Tal Neiman, Son Tran, Mubarak Shah
2025 J jnl
A Mathematical Perspective On Contrastive Learning.
CoRR
Ricardo Baptista, Andrew M. Stuart, Son Tran
2025 A* conf
A Methodology for Incompleteness-Tolerant and Modular Gradual Semantics for Argumentative Statement Graphs.
KR
Antonio Rago, Stylianos Loukas Vasileiou, Son Tran, Francesca Toni, William Yeoh
2025 J jnl
Benchmarking Deep Learning Models for Laryngeal Cancer Staging Using the LaryngealCT Dataset.
CoRR
Nivea Roy, Son Tran, Atul Sajjanhar, K. Devaraja, Prakashini Koteshwara, Yong Xiang, Divya Rao
2025 A* conf
CoLLM: A Large Language Model for Composed Image Retrieval.
CVPR
Chuong Huynh, Jinyu Yang, Ashish Tawari, Mubarak Shah, Son Tran, Raffay Hamid, Trishul Chilimbi, Abhinav Shrivastava
2025 J jnl
CoLLM: A Large Language Model for Composed Image Retrieval.
CoRR
Chuong Huynh, Jinyu Yang, Ashish Tawari, Mubarak Shah, Son Tran, Raffay Hamid, Trishul Chilimbi, Abhinav Shrivastava
2025 J jnl
CompLLM: Compression for Long Context Q&A.
CoRR
Gabriele Berton, Jayakrishnan Unnikrishnan, Son Tran, Mubarak Shah
2025 A conf
DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models.
WACV
Shwetha Ram, Tal Neiman, Qianli Feng, Andrew Stuart, Son Tran, Trishul Chilimbi
2025 A* conf
M-LLM Based Video Frame Selection for Efficient Video Understanding.
CVPR
Kai Hu, Feng Gao, Xiaohan Nie, Peng Zhou, Son Tran, Tal Neiman, Lingyun Wang, Mubarak Shah, Raffay Hamid, Bing Yin, Trishul Chilimbi
2025 J jnl
M-LLM Based Video Frame Selection for Efficient Video Understanding.
CoRR
Kai Hu, Feng Gao, Xiaohan Nie, Peng Zhou, Son Tran, Tal Neiman, Lingyun Wang, Mubarak Shah, Raffay Hamid, Bing Yin, Trishul Chilimbi
2024 A* conf
Bringing Multimodality to Amazon Visual Search System.
KDD
Xinliang Zhu, Sheng-Wei Huang, Han Ding, Jinyu Yang, Kelvin Chen, Tao Zhou, Tal Neiman, Ouye Xie, Son Tran, Benjamin Z. Yao, Douglas Gray, Anuj Bindal, Arnab Dhua
2024 J jnl
Bringing Multimodality to Amazon Visual Search System.
CoRR
Xinliang Zhu, Michael Huang, Han Ding, Jinyu Yang, Kelvin Chen, Tao Zhou, Tal Neiman, Ouye Xie, Son Tran, Benjamin Z. Yao, Douglas Gray, Anuj Bindal, Arnab Dhua
2024 J jnl
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models.
CoRR
Shwetha Ram, Tal Neiman, Qianli Feng, Andrew Stuart, Son Tran, Trishul Chilimbi
2024 J jnl
Open Vocabulary Multi-Label Video Classification.
CoRR
Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Z. Yao, Trishul Chilimbi
2024 — conf
Open Vocabulary Multi-label Video Classification.
ECCV (39)
Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Z. Yao, Trishul Chilimbi
2024 — conf
Predicting Diabetes in Canadian Adults Using Machine Learning.
EMBC
Kayla Esser, Monica Duong, Khalil Kain, Son Tran, Aryan Sadeghi, Aziz Guergachi, Karim Keshavjee, Mohammad Noaeen, Zahra Shakeri
2024 — conf
The Model to Automatically Detect Dead Laying Hens and the Deployment in the Farm.
KSE
Ngo Quoc Viet, Yen Thai, Son Tran, Phap Ha
2024 — conf
Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology.
EMNLP (Findings)
Son Tran, Matt Kretchmar
2024 — conf
VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding.
NAACL-HLT (Findings)
Phong Do, Son Tran, Phu Hoang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
2024 A* conf
VidLA: Video-Language Alignment at Scale.
CVPR
Mamshad Nayeem Rizve, Fan Fei, Jayakrishnan Unnikrishnan, Son Tran, Benjamin Z. Yao, Belinda Zeng, Mubarak Shah, Trishul Chilimbi
2024 J jnl
VidLA: Video-Language Alignment at Scale.
CoRR
Mamshad Nayeem Rizve, Fan Fei, Jayakrishnan Unnikrishnan, Son Tran, Benjamin Z. Yao, Belinda Zeng, Mubarak Shah, Trishul Chilimbi
2024 — conf
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs.
ECCV (6)
Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Z. Yao, Trishul Chilimbi, Mubarak Shah
2024 J jnl
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs.
CoRR
Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Z. Yao, Trishul Chilimbi, Mubarak Shah
2023 A* conf
A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract).
IJCAI
Stylianos Loukas Vasileiou, William Yeoh, Son Tran, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni
2023 — conf
ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion.
ICCV (Workshops)
Zhizhang Hu, Xinliang Zhu, Son Tran, René Vidal, Arnab Dhua
2023 J jnl
SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors.
CoRR
Steve J. Bickley, Ho Fai Chan, Bang Dao, Benno Torgler, Son Tran
2023 J jnl
UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance.
CoRR
Son Tran, Cong Tran, Anh Dat Tran, Cuong Pham
2022 A* conf
Amazon Shop the Look: A Visual Search System for Fashion and Home.
KDD
Ming Du, Arnau Ramisa, Amit Kumar K. C, Sampath Chanda, Mengjiao Wang, Neelakandan Rajesh, Shasha Li, Yingchuan Hu, Tao Zhou, Nagashri Lakshminarayana, Son Tran, Doug Gray
2022 A* conf
Multi-modal Alignment using Representation Codebook.
CVPR
Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
2022 J jnl
Multi-modal Alignment using Representation Codebook.
CoRR
Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
2022 A* conf
Vision-Language Pre-Training with Triple Contrastive Learning.
CVPR
Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
2022 J jnl
Vision-Language Pre-Training with Triple Contrastive Learning.
CoRR
Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
2022 A* conf
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective.
NeurIPS
Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi
2021 — conf
Limits of Intelligence and Design Implication.
BICT
Son Tran, Sophie Alyx Taylor, Dan V. Nicolau
2021 J jnl
MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling.
CoRR
Tarik Arici, Mehmet Saygin Seyfioglu, Tal Neiman, Yi Xu, Son Tran, Trishul Chilimbi, Belinda Zeng, Ismail B. Tutar
2020 — conf
A Framework of Input Devices to Support Designing Composite Wearable Computers.
HCI (2)
Ahmed S. Khalaf, Sultan A. Alharthi, Bill Hamilton, Igor Dolgov, Son Tran, Phoebe O. Toups Dugas
2020 J jnl
SensCapsNet: Deep Neural Network for Non-Obtrusive Sensing Based Human Activity Recognition.
IEEE Access
Cuong Pham, Thai Son Nguyen, Huy Tran-Quang, Son Tran, Hai Vu, Thanh-Hai Tran, Thi-Lan Le
2019 Misc conf
A Taxonomy for Selecting Wearable Input Devices for Mixed Reality.
ISS
Ahmed S. Khalaf, Sultan A. Alharthi, Son Tran, Igor Dolgov, Phoebe O. Toups Dugas
2019 — conf
Reinforcement Learning Framework to Identify Cause of Diseases - Predicting Asthma Attack Case.
IEEE BigData
Quan T. Do, Son Tran, Alexa K. Doig
2019 J jnl
Searching for Apparel Products from Images in the Wild.
CoRR
Son Tran, Ming Du, Sampath Chanda, R. Manmatha, CJ Taylor
2018 — conf
An Architecture for Simulating Drones in Mixed Reality Games to Explore Future Search and Rescue Scenarios.
ISCRAM
Ahmed S. Khalaf, Poom Pianpak, Sultan A. Alharthi, Zahra NaminiMianji, Ruth C. Torres, Son Tran, Igor Dolgov, Phoebe O. Toups Dugas
2018 A* conf
Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search.
IJCAI
Moinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh
2016 — —
Representation decomposition for knowledge extraction and sharing using restricted Boltzmann machines.
Son Tran
2014 J jnl
Multimedia Event Detection Using Segment-Based Approach for Motion Feature.
J. Signal Process. Syst.
Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh
2013 J jnl
Object-Oriented Knowledge Bases in Logic Programming.
Theory Pract. Log. Program.
Vinay K. Chaudhri, Stijn Heymans, Son Tran, Michael A. Wessel
2012 — conf
A Codeword Visualization Tool for Dense Trajectory Feature.
ICME Workshops
Sang Phan, Vu Lam, Son Tran, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh
2012 — conf
Multimedia Event Detection Using Segment-Based Approach for Motion Feature.
PCM
Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh
2010 — conf
MapReduce Programming Model for Matrix Computations.
CSC
Son Tran
2005 — conf
Efficient 3D Binary Image Skeletonization.
CSB Workshops
Son Tran, Liwen Shih
2004 — conf
A new approach using the Viterbi algorithm in stereo correspondence problem.
SMC (3)
Son Tran, Seiichi Mita