Selected Publications

Instance-level Image Retrieval using Reranking Transformers [PDF]

  • Fuwen Tan, Jiangbo Yuan, and Vicente Ordonez

  • ICCV, 2021.

eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges [PDF]

  • Jiangbo Yuan, An-Ti Chiang, Wen Tang, and Tony Haro

  • FGVC8, CVPR, 2021.

Distributed Training on 90-Million eBay Images

  • Jiangbo Yuan, Wen Tang, An-Ti Chiang, Jason Chen, Jingjing Jiang, Vinay Phegade, and Tony Haro

  • eBay Growth Science Conference, 2021.

Learning Tuple Compatibility for Conditional Outfit Recommendation [PDF]

  • Xuewen Yang, Xin Wang, Jiangbo Yuan, Wanying Ding, and Pengyun Yan

  • Multimedia, 2020

To Share or Not to Share: Addressing Data Privacy Concerns for Public eBay Datasets with Images

  • Jiangbo Yuan and Robinson Piramuthu

  • eBay Amplify Conference, 2020.

Adversarial Code Learning for Image Generation [PDF]

  • Jiangbo Yuan, Bing Wu, Wanying Ding, Qing Ping, and Zhendong Yu

  • Technical Report, ArXiv 2020.

Fashion-AttGAN: Attribute-aware fashion editing with multi-objective GAN [PDF] [Code & Data]

  • Qing Ping, Bing Wu, Wanying Ding, and Jiangbo Yuan

  • Proc. (CVPR) Workshops, 2019.

Semi-supervised learning with bidirectional adaptive pairwise encoding

  • Jiangbo Yuan and Jie Yu

  • 15th IEEE International Conference on Machine Learning and Applications, 2016.

Fast Nearest Neighbor Search with Transformed Residual Quantization

  • Jiangbo Yuan and Xiuwen Liu

  • 15th IEEE International Conference on Machine Learning and Applications, 2016.

Transformed residual quantization for approximate nearest neighbor search [PDF]

  • Jiangbo Yuan and Xiuwen Liu

  • Technical Report, ArXiv 2015.

Product tree quantization for approximate nearest neighbor search

  • Jiangbo Yuan and Xiuwen Liu

  • Proc. (ICIP) 2015, Quebec, Canada.

Indexing, searching, and mining large-scale visual data via structured vector quantization [PDF]

  • Jiangbo Yuan

  • Ph.D. dissertation, 2014 FSU.

Transform residual k-means trees for scalable clustering [PDF]

  • Jiangbo Yuan and Xiuwen Liu

  • Workshop on High Dimensional Data Mining, (ICDM) 2013, Dallas, U.S..

Efficient mining of repetitions in large scale TV streams with product quantization hashing [PDF]

  • Jiangbo Yuan, Guillaume Gravier, Sébastien Campion, Xiuwen Liu, and Hervé Jégou

  • Workshop on Web-scale Vision and Social Media, (ECCV) 2012, Firenze, Italy.

A novel index structure for large scale image descriptor search [PDF]

  • Jiangbo Yuan and Xiuwen Liu

  • Proc. (ICIP) 2012, Orlando, U.S.

BABAZ: a large scale audio search system for video copy detection [PDF]

  • Hervé Jégou, Jonathan Delhumeau, Jiangbo Yuan, Guillaume Gravier, and Patrick Gros

  • Proc. (ICASSP) 2012, Japan.

INRIA@TRECVID'2011: Copy Detection & Multimedia Event Detection [PDF]

  • Mohamed Ayari, Jonathan Delhumeau, Matthijs Douze, Hervé Jégou, Danila Potapov, Jérôme Revaud, Cordelia Schmid, and Jiangbo Yuan,

  • In TRECVID 2011 Workshop, U.S..

A compressed sensing method with analytical results for lidar feature classification [PDF]

  • Josef D. Allen, Jiangbo Yuan, Xiuwen Liu and Mark Rahmes,

  • Proc. (SPIE) 2011, Orlando, U.S..

Unsupervised tattoo segmentation combining bottom-up and top-down cues [PDF]

  • Josef. D. Allen, Nan Zhao, Jiangbo Yuan and Xiuwen Liu,

  • Proc. (SPIE) 2011, Orlando, U.S..