Paper summary of Most read paper in ADVANCED TOPICS IN MULTIMEDIA ANALYSIS AND INDEXING course in National Taiwan University
course web site: https://winstonhsu.info/ammai-19s/
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Iterative Quantization: A Procrustean Approach to Learning Binary Codes, Yunchao Gong and S. Lazebnik, CVPR 2011. [paper] [summary]
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Learning From Noisy Large-Scale DatasetsWith Minimal Supervision, Veit at al., CVPR 2017. [paper] [summary]
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Learning Deep Object Detectors from 3D Models, Peng et al., ICCV 2016 [paper] [summary]
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Online Dictionary Learning for Sparse Coding , Mairal et al., ICML 2009 [paper] [summary]
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A Hybrid Neural Network-Latent Topic Model, Li Wan et al., JMLR 2012 [paper] [summary]
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Semi-supervised face image retrieval using sparse coding with identity constraint, B.-C. Chen, Y.-H. Kuo, Y.-Y. Chen, K.-Y. Chu, and W. Hsu. , ACM MM 2011 [paper]
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Visualizing Data using t-SNE, Maaten et al., JMLR 2008 [paper] [summary]
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VoxelNet End-to-End Learning for Point Cloud Based 3D Object Detection, Zhou et al., arXiv 2017 [paper] [summary]
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Segmental audio word2vec: Representing utterances as sequences of vectors with applications in spoken term detection, Liu et al., arXiv 2018 [paper] [summary]
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ArcFace: Additive Angular Margin Loss for Deep Face Recognition, Deng et al., arXiv 2018 [paper] [summary]
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Neural Architecture Search with Reinforcement Learning, Zoph et al., ICLR 2017 [paper] [summary]