Son Tran

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 23

Top Venues

City University London, UK (PHD)

Education History

City University London, UK

PHD

Publications

Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Z. Yao, Trishul Chilimbi, Mubarak Shah
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs. CoRR (2024)
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
Bringing Multimodality to Amazon Visual Search System. KDD (2024)
Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Z. Yao, Trishul Chilimbi
Open Vocabulary Multi-Label Video Classification. CoRR (2024)
Mamshad Nayeem Rizve, Fan Fei, Jayakrishnan Unnikrishnan, Son Tran, Benjamin Z. Yao, Belinda Zeng, Mubarak Shah, Trishul Chilimbi
VidLA: Video-Language Alignment at Scale. CoRR (2024)
Son Tran, Cong Tran, Anh Dat Tran, Cuong Pham
UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance. CoRR (2023)
Stylianos Loukas Vasileiou, William Yeoh, Son Tran, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni
A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract). IJCAI (2023)
Zhizhang Hu, Xinliang Zhu, Son Tran, René Vidal, Arnab Dhua
ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion. ICCV (Workshops) (2023)
Steve J. Bickley, Ho Fai Chan, Bang Dao, Benno Torgler, Son Tran
SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors. CoRR (2023)
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
Amazon Shop the Look: A Visual Search System for Fashion and Home. KDD (2022)
Yanyu Chen, Yunjue Zhou, Son Tran, Mira Park, Scott Hadley, Myriam Lacharite, Quan Bai
A Self-learning Approach for Beggiatoa Coverage Estimation in Aquaculture. AI (2022)
Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective. NeurIPS (2022)
Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
Multi-modal Alignment using Representation Codebook. CVPR (2022)
Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
Multi-modal Alignment using Representation Codebook. CoRR (2022)
Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
Vision-Language Pre-Training with Triple Contrastive Learning. CoRR (2022)
Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
Vision-Language Pre-Training with Triple Contrastive Learning. CVPR (2022)
Son Tran, Sophie Alyx Taylor, Dan V. Nicolau
Limits of Intelligence and Design Implication. BICT (2021)
Ahmed S. Khalaf, Sultan A. Alharthi, Bill Hamilton, Igor Dolgov, Son Tran, Z O. Toups
A Framework of Input Devices to Support Designing Composite Wearable Computers. HCI (2) (2020)
Cuong Pham, Thai Son Nguyen, Huy Tran-Quang, Son Tran, Hai Vu, Thanh-Hai Tran, Thi-Lan Le
SensCapsNet: Deep Neural Network for Non-Obtrusive Sensing Based Human Activity Recognition. IEEE Access 8 (2020)
Quan T. Do, Son Tran, Alexa K. Doig
Reinforcement Learning Framework to Identify Cause of Diseases - Predicting Asthma Attack Case. IEEE BigData (2019)
Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor
Searching for Apparel Products from Images in the Wild. CoRR (2019)
Ahmed S. Khalaf, Sultan A. Alharthi, Son Tran, Igor Dolgov, Z O. Toups
A Taxonomy for Selecting Wearable Input Devices for Mixed Reality. ISS (2019)
Moinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh
Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search. IJCAI (2018)
Ahmed S. Khalaf, Poom Pianpak, Sultan A. Alharthi, Zahra NaminiMianji, Ruth C. Torres, Son Tran, Igor Dolgov, Zachary O. Toups
An Architecture for Simulating Drones in Mixed Reality Games to Explore Future Search and Rescue Scenarios. ISCRAM (2018)
Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh
Multimedia Event Detection Using Segment-Based Approach for Motion Feature. J. Signal Process. Syst. 74 (1) (2014)
Vinay K. Chaudhri, Stijn Heymans, Son Tran, Michael A. Wessel
Object-Oriented Knowledge Bases in Logic Programming. Theory Pract. Log. Program. 13 (4-5-Online-Supplement) (2013)
Sang Phan, Vu Lam, Son Tran, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh
A Codeword Visualization Tool for Dense Trajectory Feature. ICME Workshops (2012)
Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh
Multimedia Event Detection Using Segment-Based Approach for Motion Feature. PCM (2012)
Son Tran
MapReduce Programming Model for Matrix Computations. CSC (2010)
Son Tran, Liwen Shih
Efficient 3D Binary Image Skeletonization. CSB Workshops (2005)
Son Tran, Seiichi Mita
A new approach using the Viterbi algorithm in stereo correspondence problem. SMC (3) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Son Tran