ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices
Xiangyu He, Zitao Mo, Ke Cheng, Weixiang Xu, Qinghao Hu, Peisong Wang, Qingshan Liu, Jian Cheng
Topics & Concepts
Computer scienceQuantization (signal processing)Binary numberArtificial neural networkBenchmark (surveying)Basis (linear algebra)Artificial intelligenceAlgorithmProxy (statistics)Learning vector quantizationBinary classificationMatrix (chemical analysis)Construct (python library)Pattern recognition (psychology)Machine learningMathematicsArithmeticSupport vector machineComposite materialMaterials scienceProgramming languageGeometryGeodesyGeographyAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot LearningAdvanced Image and Video Retrieval Techniques