Son Tran

According to our database, Son Tran authored at least 33 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bringing Multimodality to Amazon Visual Search System.

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

CoRR, 2024

DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models.

Shwetha Ram, Tal Neiman, Qianli Feng, Andrew Stuart, Son Tran, Trishul Chilimbi

CoRR, 2024

VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding.

Phong Do, Son Tran, Phu Hoang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Bringing Multimodality to Amazon Visual Search System.

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology.

Son Tran, Matt Kretchmar

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Predicting Diabetes in Canadian Adults Using Machine Learning.

Kayla Esser, Monica Duong, Khalil Kain, Son Tran, Aryan Sadeghi, Aziz Guergachi, Karim Keshavjee, Mohammad Noaeen, Zahra Shakeri

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs.

Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Z. Yao, Trishul Chilimbi, Mubarak Shah

Proceedings of the Computer Vision - ECCV 2024, 2024

Open Vocabulary Multi-label Video Classification.

Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Z. Yao, Trishul Chilimbi

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance.

Son Tran, Cong Tran, Anh Dat Tran, Cuong Pham

CoRR, 2023

SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors.

Steve J. Bickley, Ho Fai Chan, Bang Dao, Benno Torgler, Son Tran

CoRR, 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

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion.

Zhizhang Hu, Xinliang Zhu, Son Tran, René Vidal, Arnab Dhua

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Amazon Shop the Look: A Visual Search System for Fashion and Home.

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-modal Alignment using Representation Codebook.

Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling.

Tarik Arici, Mehmet Saygin Seyfioglu, Tal Neiman, Yi Xu, Son Tran, Trishul Chilimbi, Belinda Zeng, Ismail B. Tutar

CoRR, 2021

Limits of Intelligence and Design Implication.

Son Tran, Sophie Alyx Taylor, Dan V. Nicolau

Proceedings of the Bio-Inspired Information and Communications Technologies, 2021

2020

SensCapsNet: Deep Neural Network for Non-Obtrusive Sensing Based Human Activity Recognition.

Cuong Pham, Thai Son Nguyen, Huy Tran-Quang, Son Tran, Hai Vu, Thanh-Hai Tran, Thi-Lan Le

IEEE Access, 2020

A Framework of Input Devices to Support Designing Composite Wearable Computers.

Ahmed S. Khalaf, Sultan A. Alharthi, Bill Hamilton, Igor Dolgov, Son Tran, Phoebe O. Toups Dugas

Proceedings of the Human-Computer Interaction. Multimodal and Natural Interaction, 2020

2019

Searching for Apparel Products from Images in the Wild.

Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor

CoRR, 2019

A Taxonomy for Selecting Wearable Input Devices for Mixed Reality.

Ahmed S. Khalaf, Sultan A. Alharthi, Son Tran, Igor Dolgov, Phoebe O. Toups Dugas

Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces, 2019

Reinforcement Learning Framework to Identify Cause of Diseases - Predicting Asthma Attack Case.

Quan T. Do, Son Tran, Alexa K. Doig

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

An Architecture for Simulating Drones in Mixed Reality Games to Explore Future Search and Rescue Scenarios.

Ahmed S. Khalaf, Poom Pianpak, Sultan A. Alharthi, Zahra NaminiMianji, Ruth C. Torres, Son Tran, Igor Dolgov, Phoebe O. Toups Dugas

Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search.

Moinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2016

Representation decomposition for knowledge extraction and sharing using restricted Boltzmann machines.

Son Tran

PhD thesis, 2016

2014

Multimedia Event Detection Using Segment-Based Approach for Motion Feature.

Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh

J. Signal Process. Syst., 2014

2013

Object-Oriented Knowledge Bases in Logic Programming.

Vinay K. Chaudhri, Stijn Heymans, Son Tran, Michael A. Wessel

Theory Pract. Log. Program., 2013

2012

A Codeword Visualization Tool for Dense Trajectory Feature.

Sang Phan, Vu Lam, Son Tran, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

2010

MapReduce Programming Model for Matrix Computations.

Son Tran

Proceedings of the 2010 International Conference on Scientific Computing, 2010

2005

Efficient 3D Binary Image Skeletonization.

Son Tran, Liwen Shih

Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

2004

A new approach using the Viterbi algorithm in stereo correspondence problem.

Son Tran, Seiichi Mita

Proceedings of the IEEE International Conference on Systems, 2004