Ila Fiete

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 25

Top Topics

Hopfield Network

Semantically Meaningful

Information Transfer

Top Venues

Publications

Akhilan Boopathy, Aneesh Muppidi, Peggy Yang, Abhiram Iyer, William Yue, Ila Fiete
Resampling-free Particle Filters in High-dimensions. ICRA (2024)
Akhilan Boopathy, William Yue, Jaedong Hwang, Abhiram Iyer, Ila Fiete
Towards Exact Computation of Inductive Bias. CoRR (2024)
Qiyao Liang, Ziming Liu, Ila Fiete
Do Diffusion Models Learn Semantically Meaningful and Efficient Representations? CoRR (2024)
Akhilan Boopathy, Aneesh Muppidi, Peggy Yang, Abhiram Iyer, William Yue, Ila Fiete
Resampling-free Particle Filters in High-dimensions. CoRR (2024)
Mitchell Ostrow, Adam Eisen, Ila Fiete
Delay Embedding Theory of Neural Sequence Models. CoRR (2024)
Andrew Kirjner, Jason Yim, Raman Samusevich, Tommi S. Jaakkola, Regina Barzilay, Ila Fiete
Optimizing protein fitness using Gibbs sampling with Graph-based Smoothing. CoRR (2023)
Akhilan Boopathy, Kevin Liu, Jaedong Hwang, Shu Ge, Asaad Mohammedsaleh, Ila Fiete
Model-agnostic Measure of Generalization Difficulty. CoRR (2023)
Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. NeurIPS (2023)
Jaedong Hwang, Zhang-Wei Hong, Eric Chen, Akhilan Boopathy, Pulkit Agrawal, Ila Fiete
Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity. CoRR (2023)
Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. CoRR (2023)
Rylan Schaeffer, Mikail Khona, Tzuhsuan Ma, Cristóbal Eyzaguirre, Sanmi Koyejo, Ila Fiete
Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells. NeurIPS (2023)
Jaedong Hwang, Zhang-Wei Hong, Eric Chen, Akhilan Boopathy, Pulkit Agrawal, Ila Fiete
Neuro-Inspired Efficient Map Building via Fragmentation and Recall. CoRR (2023)
Sunny Duan, Mikail Khona, Adrian Bertagnoli, Sarthak Chandra, Ila Fiete
See and Copy: Generation of complex compositional movements from modular and geometric RNN representations. NeurReps (2022)
Rylan Schaeffer, Yilun Du, Gabrielle K. Liu, Ila Fiete
Streaming Inference for Infinite Feature Models. ICML (2022)
Sugandha Sharma, Aidan Curtis, Marta Kryven, Josh Tenenbaum, Ila Fiete
Efficient exploration of spatial environments through Map Induction using adaptable compositional map representations. CogSci (2022)
Akhilan Boopathy, Ila Fiete
How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective. ICML (2022)
Rylan Schaeffer, Mikail Khona, Ila Fiete
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit. NeurIPS (2022)
Akhilan Boopathy, Ila Fiete
Gradient-trained Weights in Wide Neural Networks Align Layerwise to Error-scaled Input Correlations. CoRR (2021)
Mirko Klukas, Marcus Lewis, Ila Fiete
Efficient and flexible representation of higher-dimensional cognitive variables with grid cells. PLoS Comput. Biol. 16 (4) (2020)
Rylan Schaeffer, Mikail Khona, Leenoy Meshulam, International Brain Laboratory, Ila Fiete
Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice. NeurIPS (2020)
Rishidev Chaudhuri, Ila Fiete
Bipartite expander Hopfield networks as self-decoding high-capacity error correcting codes. NeurIPS (2019)
Christopher Roth, Ingmar Kanitscheider, Ila Fiete
Kernel RNN Learning (KeRNL). ICLR (Poster) (2019)
Ingmar Kanitscheider, Ila Fiete
Training recurrent networks to generate hypotheses about how the brain solves hard navigation problems. NIPS (2017)
Rishidev Chaudhuri, Ila Fiete
Associative content-addressable networks with exponentially many robust stable states. CoRR (2017)
Yongseok Yoo, Onur Ozan Koyluoglu, Sriram Vishwanath, Ila Fiete
Multi-periodic neural coding for adaptive information transfer. Theor. Comput. Sci. 633 (2016)
Yongseok Yoo, Onur Ozan Koyluoglu, Sriram Vishwanath, Ila Fiete
Dynamic shift-map coding with side information at the decoder. Allerton Conference (2012)