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Xaq Pitkow

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Generalization properties of contrastive world models

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

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Inferring Inference

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

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

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

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Interpolating between sampling and variational inference with infinite stochastic mixtures

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

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

Jul 12, 2021
Yicheng Fei, Xaq Pitkow

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AvaTr: One-Shot Speaker Extraction with Transformers

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

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