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Xaq Pitkow

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Generalization properties of contrastive world models

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Dec 29, 2023
Kandan Ramakrishnan, R. James Cotton, Xaq Pitkow, Andreas S. Tolias

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Inferring Inference

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Oct 13, 2023
Rajkumar Vasudeva Raju, Zhe Li, Scott Linderman, Xaq Pitkow

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Understanding robustness and generalization of artificial neural networks through Fourier masks

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Mar 16, 2022
Nikos Karantzas, Emma Besier, Josue Ortega Caro, Xaq Pitkow, Andreas S. Tolias, Ankit B. Patel, Fabio Anselmi

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Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks

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Feb 22, 2022
Zhe Li, Andreas S. Tolias, Xaq Pitkow

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Interpolating between sampling and variational inference with infinite stochastic mixtures

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Oct 18, 2021
Richard D. Lange, Ari Benjamin, Ralf M. Haefner, Xaq Pitkow

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Two-argument activation functions learn soft XOR operations like cortical neurons

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Oct 15, 2021
Kijung Yoon, Emin Orhan, Juhyun Kim, Xaq Pitkow

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Generalization of graph network inferences in higher-order probabilistic graphical models

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Jul 12, 2021
Yicheng Fei, Xaq Pitkow

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AvaTr: One-Shot Speaker Extraction with Transformers

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May 03, 2021
Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen, Alish Dipani, Xaq Pitkow, Andreas Savas Tolias

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