博客

Single Model

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  LSH: Locality-Sensitive Hashing Scheme Based on p-Stable Distributions, SGG, 2004
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  Spectral Hashing, NIPS, 2008
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  PQ: Product quantization for nearest neighbor search, TPAMI, 2011
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  ITQ: Iterative quantization: A procrustean approach to learning binary codes for large-scale image retrieval, CVPR, 2011
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  OPQ: Optimized Product Quantization for Approximate Nearest Neighbor Search, CVPR, 2013
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  LOPQ: Locally Optimized Product Quantization for Approximate Nearest Neighbor Search, CVPR, 2014

Cross Model

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  CMSSH: Data Fusion through Cross-modality Metric Learning using Similarity-Sensitive Hashing, CVPR, 2010
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  CVH: Learning Hash Functions for Cross-View Similarity Search, IJCAI, 2011
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  MLBE: A Probabilistic Model for Multimodal Hash Function Learning, MLBE, 2012
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  LCMH: Linear Cross-Modal Hashing for Efficient Multimedia Search, ACMMM, 2013
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  CMFH: Collective Matrix Factorization Hashing for Multimodal Data, CVPR, 2014
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  LSSH: Latent Semantic Sparse Hashing for Cross-Modal Similarity Search, SIGIR, 2014
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  SCM: Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization, AAAI, 2014
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  SePH: Semantics-Preserving Hashing for Cross-View Retrieval, CVPR, 2015
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  DCH: Discriminant Cross-modal Hashing, ICMR, 2016
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  DVSH: Deep Visual-Semantic Hashing for Cross-Modal Retrieval, KDD, 2016
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  DCMH: Deep Cross-Modal Hashing, CVPR, 2017