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Detector-Free Weakly Supervised Grounding by Separation


Apr 20, 2021
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogerio Feris, Leonid Karlinsky


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ISP Distillation


Jan 25, 2021
Eli Schwartz, Alex Bronstein, Raja Giryes


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Fine-grained Angular Contrastive Learning with Coarse Labels


Dec 07, 2020
Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris, Raja Giryes, Leonid Karlinsky


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StarNet: towards weakly supervised few-shot detection and explainable few-shot classification


Mar 15, 2020
Leonid Karlinsky, Joseph Shtok, Amit Alfassy, Moshe Lichtenstein, Sivan Harary, Eli Schwartz, Sivan Doveh, Prasanna Sattigeri, Rogerio Feris, Alexander Bronstein, Raja Giryes


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MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification


Dec 03, 2019
Sivan Doveh, Eli Schwartz, Chao Xue, Rogerio Feris, Alex Bronstein, Raja Giryes, Leonid Karlinsky


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Baby steps towards few-shot learning with multiple semantics


Jun 05, 2019
Eli Schwartz, Leonid Karlinsky, Rogerio Feris, Raja Giryes, Alex M. Bronstein


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Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level


Feb 25, 2019
Nir Diamant, Dean Zadok, Chaim Baskin, Eli Schwartz, Alex M. Bronstein


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UNIQ: Uniform Noise Injection for Non-Uniform Quantization of Neural Networks


Oct 02, 2018
Chaim Baskin, Eli Schwartz, Evgenii Zheltonozhskii, Natan Liss, Raja Giryes, Alex M. Bronstein, Avi Mendelson


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NICE: Noise Injection and Clamping Estimation for Neural Network Quantization


Oct 02, 2018
Chaim Baskin, Natan Liss, Yoav Chai, Evgenii Zheltonozhskii, Eli Schwartz, Raja Giryes, Avi Mendelson, Alexander M. Bronstein


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RepMet: Representative-based metric learning for classification and one-shot object detection


Jun 15, 2018
Eli Schwartz, Leonid Karlinsky, Joseph Shtok, Sivan Harary, Mattias Marder, Sharathchandra Pankanti, Rogerio Feris, Abhishek Kumar, Raja Giryes, Alex M. Bronstein


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Delta-encoder: an effective sample synthesis method for few-shot object recognition


Jun 12, 2018
Eli Schwartz, Leonid Karlinsky, Joseph Shtok, Sivan Harary, Mattias Marder, Rogerio Feris, Abhishek Kumar, Raja Giryes, Alex M. Bronstein


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DeepISP: Learning End-to-End Image Processing Pipeline


Jan 20, 2018
Eli Schwartz, Raja Giryes, Alex M. Bronstein


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