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Ila Fiete

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Do Diffusion Models Learn Semantically Meaningful and Efficient Representations?

Feb 05, 2024
Qiyao Liang, Ziming Liu, Ila Fiete

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Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity

Oct 26, 2023
Jaedong Hwang, Zhang-Wei Hong, Eric Chen, Akhilan Boopathy, Pulkit Agrawal, Ila Fiete

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Neuro-Inspired Efficient Map Building via Fragmentation and Recall

Jul 11, 2023
Jaedong Hwang, Zhang-Wei Hong, Eric Chen, Akhilan Boopathy, Pulkit Agrawal, Ila Fiete

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Optimizing protein fitness using Gibbs sampling with Graph-based Smoothing

Jul 02, 2023
Andrew Kirjner, Jason Yim, Raman Samusevich, Tommi Jaakkola, Regina Barzilay, Ila Fiete

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Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis

Jun 16, 2023
Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete

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Model-agnostic Measure of Generalization Difficulty

May 01, 2023
Akhilan Boopathy, Kevin Liu, Jaedong Hwang, Shu Ge, Asaad Mohammedsaleh, Ila Fiete

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Map Induction: Compositional spatial submap learning for efficient exploration in novel environments

Oct 23, 2021
Sugandha Sharma, Aidan Curtis, Marta Kryven, Josh Tenenbaum, Ila Fiete

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Gradient-trained Weights in Wide Neural Networks Align Layerwise to Error-scaled Input Correlations

Jun 15, 2021
Akhilan Boopathy, Ila Fiete

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Associative content-addressable networks with exponentially many robust stable states

Nov 02, 2017
Rishidev Chaudhuri, Ila Fiete

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