Learning to Localize Objects Using Limited Annotation, With Applications to Thoracic Diseases von Rozenberg, Eyal, Freedman, Daniel, Bronstein, Alex A.

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Amino Domino von Bronstein, Alexander, Rosenberg, Aviv, Marx, Ailie, Yehishalom, Nitsan

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LDAHash: Improved Matching with Smaller Descriptors von Strecha, C., Bronstein, A. M., Bronstein, M. M., Fua, P.

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DeepISP: Toward Learning an End-to-End Image Processing Pipeline von Schwartz, Eli, Giryes, Raja, Bronstein, Alex M.

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Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? von Giryes, Raja, Sapiro, Guillermo, Bronstein, Alex M.

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Are MSER Features Really Interesting? von Kimmel, R., Cuiping Zhang, Bronstein, Alex M., Bronstein, Michael M.

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Supervised learning of bag-of-features shape descriptors using sparse coding von Litman, Roee, Bronstein, Alex, Bronstein, Michael, Castellani, Umberto

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Class-Aware Fully Convolutional Gaussian and Poisson Denoising von Remez, Tal, Litany, Or, Giryes, Raja, Bronstein, Alex M.

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Horizontal Flows and Manifold Stochastics in Geometric Deep Learning von Sommer, Stefan, Bronstein, Alex

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Loss aware post-training quantization von Nahshan, Yury, Chmiel, Brian, Baskin, Chaim, Zheltonozhskii, Evgenii, Banner, Ron, Bronstein, Alex M., Mendelson, Avi

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Codon-specific Ramachandran plots show amino acid backbone conformation depends on identity of the translated codon von Rosenberg, Aviv A., Marx, Ailie, Bronstein, Alex M.

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Water stabilizes an alternate turn conformation in horse heart myoglobin von Bronstein, Alex, Marx, Ailie

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An amino-domino model described by a cross-peptide-bond Ramachandran plot defines amino acid pairs as local structural units von Rosenberg, Aviv A., Yehishalom, Nitsan, Marx, Ailie, Bronstein, Alex M.

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Interpretable Deep-Learning Unveils Structure–Property Relationships in Polybenzenoid Hydrocarbons von Weiss, Tomer, Wahab, Alexandra, Bronstein, Alex M., Gershoni-Poranne, Renana

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Emotion Regulation in the Classroom: A Network Approach to Model Relations among Emotion Regulation Difficulties, Engagement to Learn, and Relationships with Peers and Teachers von De Neve, Debbie, Bronstein, Michael V., Leroy, An, Truyts, Alex, Everaert, Jonas

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UNIQ: Uniform Noise Injection for Non-Uniform Quantization of Neural Networks von Baskin, Chaim, Liss, Natan, Schwartz, Eli, Zheltonozhskii, Evgenii, Giryes, Raja, Bronstein, Alex M., Mendelson, Avi

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Machine learning approaches demonstrate that protein structures carry information about their genetic coding von Ackerman-Schraier, Linor, Rosenberg, Aviv A., Marx, Ailie, Bronstein, Alex M.

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Patterns of Thermal Constraint on Ectotherm Activity von Gunderson, Alex R., Leal, Manuel

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Depth Estimation From a Single Image Using Deep Learned Phase Coded Mask von Haim, Harel, Elmalem, Shay, Giryes, Raja, Bronstein, Alex M., Marom, Emanuel

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Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis von Elul, Yonatan, Rosenberg, Aviv A., Schuster, Assaf, Bronstein, Alex M., Yaniv, Yael

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