Son Tran - researchr alias

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Viewing Publication 1 - 29 from 29

2023

ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal FusionZhizhang Hu, Xinliang Zhu, Son Tran, René Vidal, Arnab Dhua. iccvw 2023: 2764-2769 [doi]

A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract)Stylianos Loukas Vasileiou, William Yeoh 0001, Son Tran, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni. IJCAI 2023: 6985-6989 [doi]

2022

A Self-learning Approach for Beggiatoa Coverage Estimation in AquacultureYanyu Chen, Yunjue Zhou, Son Tran, Mira Park 0001, Scott Hadley, Myriam Lacharite, Quan Bai. ausai 2022: 405-416 [doi]

Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias PerspectiveChangyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen 0001, Son Tran, Belinda Zeng, Trishul Chilimbi. nips 2022: [doi]

Amazon Shop the Look: A Visual Search System for Fashion and HomeMing 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 0002. kdd 2022: 2822-2830 [doi]

Multi-modal Alignment using Representation CodebookJiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi. cvpr 2022: 15630-15639 [doi]

Vision-Language Pre-Training with Triple Contrastive LearningJinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, JunZhou Huang. cvpr 2022: 15650-15659 [doi]

2021

Limits of Intelligence and Design ImplicationSon Tran, Sophie Alyx Taylor, Dan V. Nicolau. BIONETICS 2021: 215-229 [doi]

2020

A Framework of Input Devices to Support Designing Composite Wearable ComputersAhmed S. Khalaf, Sultan A. Alharthi, Bill Hamilton, Igor Dolgov, Son Tran, Zachary O. Toups. hci 2020: 401-427 [doi]

Fashion Outfit Complementary Item RetrievalYen-Liang Lin, Son Tran, Larry S. Davis. cvpr 2020: 3308-3316 [doi]

SensCapsNet: Deep Neural Network for Non-Obtrusive Sensing Based Human Activity RecognitionCuong Pham, Thai Son Nguyen, Huy Tran-Quang, Son Tran, Hai Vu, Thanh-Hai Tran, Thi-Lan Le. access, 8:86934-86946, 2020. [doi]

Data Augmentation with Generative Adversarial Networks for Grocery Product Image RecognitionYuchen Wei, Shuxiang Xu, Son Tran, Byeong Ho Kang 0001. icarcv 2020: 963-968 [doi]

Deep Learning for Retail Product Recognition: Challenges and TechniquesYuchen Wei, Son Tran, Shuxiang Xu, Byeong Ho Kang 0001, Matthew Springer. cin, 2020, 2020. [doi]

2019

Reinforcement Learning Framework to Identify Cause of Diseases - Predicting Asthma Attack CaseQuan T. Do, Son Tran, Alexa K. Doig. bigdataconf 2019: 4829-4838 [doi]

A Taxonomy for Selecting Wearable Input Devices for Mixed RealityAhmed S. Khalaf, Sultan A. Alharthi, Son Tran, Igor Dolgov, Z. O. Toups. tabletop 2019: 403-408 [doi]

2018

Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree SearchMoinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh 0001. IJCAI 2018: 166-172 [doi]

An Architecture for Simulating Drones in Mixed Reality Games to Explore Future Search and Rescue ScenariosAhmed S. Khalaf, Poom Pianpak, Sultan A. Alharthi, Zahra NaminiMianji, Ruth C. Torres, Son Tran, Igor Dolgov, Zachary O. Toups. iscram 2018: [doi]

2016

Representation decomposition for knowledge extraction and sharing using restricted Boltzmann machinesSon Tran. PhD thesis, City University London, UK, 2016. [doi]

2014

Multimedia Event Detection Using Segment-Based Approach for Motion FeatureSang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh. vlsisp, 74(1):19-31, 2014. [doi]

2013

Object-Oriented Knowledge Bases in Logic ProgrammingVinay K. Chaudhri, Stijn Heymans, Son Tran, Michael A. Wessel. tplp, 13(4-5-Online-Supplement), 2013. [doi]

2012

A Codeword Visualization Tool for Dense Trajectory FeatureSang Phan, Vu Lam, Son Tran, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh. icmcs 2012: 672 [doi]

Multimedia Event Detection Using Segment-Based Approach for Motion FeatureSang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh. pcm 2012: 33-44 [doi]

2010

MapReduce Programming Model for Matrix ComputationsSon Tran. csc 2010: 257-263

2007

Robust Object Trackinng wvith Regional Affine Invariant FeaturesSon Tran, Larry S. Davis. iccv 2007: 1-8 [doi]

UMD_VDT, an Integration of Detection and Tracking Methods for Multiple Human TrackingSon Tran, Zhe Lin, David Harwood, Larry S. Davis. clear 2008: 179-190 [doi]

2006

3D Surface Reconstruction Using Graph Cuts with Surface ConstraintsSon Tran, Larry S. Davis. eccv 2006: 219-231 [doi]

2005

Adaptation of Quadric Metric Simplification to MPEG-4 Animated ObjectMarius Preda, Son Tran, Françoise J. Prêteux. pcm 2005: 49-60 [doi]

Efficient 3D Binary Image SkeletonizationSon Tran, Liwen Shih. csb 2005: 364-372 [doi]

2003

Exploring MPEG-4 BIFS features for creating multimedia gamesSon Tran, Marius Preda, Françoise J. Prêteux, Kalman Fazekas. icmcs 2004: 429-432 [doi]

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