Bayesian inference of temporal task specifications from demonstrations by Shah, Ankit Jayesh, Kamath, Pritish, Li, Shen, Shah, Julie A

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Self-supervised intrinsic image decomposition by Janner, Michael, Wu, Jiajun, Kulkarni, Tejas Dattatraya, Yildirim, Ilker, Tenenbaum, Joshua B

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Synchronization can control regularization in neural systems via correlated noise processes by Bouvrie, Jacob Vincent, Slotine, Jean-Jacques E

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A game theoretic approach to class-wise selective rationalization by Chang, Shiyu, Zhang, Yang, Jaakkola, Tommi S

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Patient risk stratification for hospital-associated C. diff as a time-series classification task by Wiens, Jenna Anne Marleau, Guttag, John V, Horvitz, Eric

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Learning to see physics via visual de-animation by Wu, Jiajun, Lu, Erika, Kohli, Pushmeet, Freeman, William T, Tenenbaum, Joshua B

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Generative models for graph-based protein design by Ingraham, John, Garg, Vikas Kamur, Barzilay, Regina, Jaakkola, Tommi S

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Generative models for graph-based protein design by Ingraham, John, Garg, Vikas Kamur, Barzilay, Regina, Jaakkola, Tommi S

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Predicting organic reaction outcomes with weisfeiler-lehman network by Jin, Wengong, Coley, Connor Wilson, Barzilay, Regina, Jaakkola, Tommi S

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Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition by Singh-Miller, Natasha, Collins, Michael

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Construction of Dependent Dirichlet Processes Based on Poisson Processes by Lin, Dahua, Grimson, Eric, Fisher, John W., III

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Categories and functional units: An infinite hierarchical model for brain activations by Lashkari, Danial, Sridharan, Ramesh, Golland, Polina

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A Latent Source Model for Online Collaborative Filtering by Bresler, Guy, Chen, George, Shah, Devavrat

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The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification by Kim, Been, Rudin, Cynthia, Shah, Julie A.

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Neural representation of action sequences: how far can a simple snippet-matching model take us? by Tan, Cheston, Singer, Jedediah M., Serre, Thomas, Sheinberg, David, Poggio, Tomaso A.

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One-shot learning by inverting a compositional causal process by Lake, Brenden M., Salakhutdinov, Ruslan, Tenenbaum, Joshua B.

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Exact and stable recovery of sequences of signals with sparse increments via differential ℓ [subscript 1]-minimization by Ba, Demba E., Babadi, Behtash, Purdon, Patrick, Brown, Emery N.

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STEER: simple temporal regularization for neural ODEs by Ghosh, A, Behl, HS, Dupont, E, Torr, PHS, Namboodiri, V

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Robustness of Bayesian neural networks to gradient-based attacks by Carbone, G, Wicker, M, Laurenti, L, Patane, A, Bortolussi, L, Sanguinetti, G

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Gather-excite: Exploiting feature context in convolutional neural networks by Hu, J, Shen, L, Albanie, S, Sun, G, Vedaldi, A

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