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Ila Fiete
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 20
Top Topics
Error Correcting
Information Transfer
Hopfield Network
Grid Cells
Top Venues
CoRR
NeurIPS
ICML
NeurReps
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Publications
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Qiyao Liang
,
Ziming Liu
,
Ila Fiete
Do Diffusion Models Learn Semantically Meaningful and Efficient Representations?
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)
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)