Tam Le - Publications
Journal Articles
Tam Le, Marco Cuturi, Adaptive Euclidean Maps for Histograms: Generalized Aitchison Embeddings, Machine Learning Journal (MLJ), 2014. [SPRINGER/PDF/Bibtex]
Tam Le, Yousun Kang, Akihiro Sugimoto, Image Categorization Using Hierarchical Spatial Matching Kernel, Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ), Vol. 42, No. 2, 2013. [PDF/Bibtex]
Conference Papers
Tam Le, Marco Cuturi, Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations, International Conference on Machine Learning (ICML), France, 2015. [VideoLecture/PDF/Supplementary/SLIDE/POSTER/Bibtex] (Acceptance rate: 270/1037 = 26%)
Tam Le, Marco Cuturi, Generalized Aitchison Embeddings for Histograms, The 5th Asian Conference on Machine Learning (ACML), JMLR v29, Canberra, Australia, 2013 (oral). [PDF/SLIDE/Bibtex] (Acceptance rate: 31%, oral paper rate 9.7%)
Tam Le, Yousun Kang, Akihiro Sugimoto, Son Tran, Thuc Nguyen, Hierarchical Spatial Matching Kernel for Image Categorization, International Conference on Image Processing and Recognition (ICIAR), LNCS 6753, Burnaby, BC, Canada, 2011 (oral). [PDF/SLIDE/Bibtex] (Acceptance rate: 57%, oral paper rate: 25%)
Tam Le, Son Tran, Seichii Mita, Thuc Nguyen, Realtime Traffic Sign Detection Using Color and Shape-Based Features, The 2nd Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNAI 5991, Hue, Vietnam, 2010 (oral). [PDF/SLIDE/Bibtex]
Talks
2015, Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Embeddings, IST Seminar, Graduate School of Informatics, Kyoto University, Japan. [SLIDE]
2014, Adaptive Euclidean Maps for Histograms: Generalized Aitchison Embeddings, Progress Meeting Report for PhD program, Graduate School of Informatics, Kyoto University, Japan. [SLIDE]
2014, Adaptive Euclidean Maps for Histograms: Generalized Aitchison Embeddings, Lear, INRIA Rhone Alpes, Grenoble, France. [SLIDE]
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