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Talia Konkle
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2020 – today
- 2026
- [i11]Fenil R. Doshi, Thomas Fel, Talia Konkle, George A. Alvarez:
Bi-Orthogonal Factor Decomposition for Vision Transformers. CoRR abs/2601.05328 (2026) - [i10]Nicholas M. Blauch
, George A. Alvarez, Talia Konkle:
FOVI: A biologically-inspired foveated interface for deep vision models. CoRR abs/2602.03766 (2026) - 2025
- [j7]Fenil R. Doshi
A feedforward mechanism for human-like contour integration. PLoS Comput. Biol. 21(8): 1013391 (2025) - [j6]Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Christopher J. Cueva, Erin Grant, Iris I. A. Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart, Nathan Cloos, Nikolaus Kriegeskorte, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew Kyle Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths:
Getting aligned on representational alignment. Trans. Mach. Learn. Res. 2025 (2025) - [c6]Ivan Kroupin, Helen E. Davis, Aparicio Jose Paredes Lopes, Talia Konkle, Michael Muthukrishna:
Beyond Muller-Lyer: Culture shapes ‘universal' visual phenomenology in multiple illusions across a rural-urban gradient. CogSci 2025 - [c5]Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle:
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. ICML 2025 - [c4]Fenil R. Doshi, Thomas Fel, Talia Konkle, George A. Alvarez:
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models. NeurIPS 2025 - [c3]George A. Alvarez, Talia Konkle:
Decision-margin consistency: a principled metric for human and machine performance alignment. UniReps 2025: 24-39 - [i9]Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle:
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. CoRR abs/2502.12892 (2025) - [i8]Fenil R. Doshi, Thomas Fel, Talia Konkle, George A. Alvarez:
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models. CoRR abs/2507.00493 (2025) - [i7]Thomas Fel, Binxu Wang, Michael A. Lepori, Matthew Kowal, Andrew Lee, Randall Balestriero, Sonia Joseph, Ekdeep Singh Lubana, Talia Konkle, Demba E. Ba, Martin Wattenberg:
Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry. CoRR abs/2510.08638 (2025) - 2024
- [c2]Jacob S. Prince, Gabriel Fajardo, George A. Alvarez, Talia Konkle:
Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems. ICLR 2024 - [i6]Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly L. Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte:
How does the primate brain combine generative and discriminative computations in vision? CoRR abs/2401.06005 (2024) - [i5]Chris J. Hamblin, Thomas Fel
Feature Accentuation: Revealing 'What' Features Respond to in Natural Images. CoRR abs/2402.10039 (2024) - [i4]Christopher J. Hamblin, Srijani Saha, Talia Konkle, George A. Alvarez:
Understanding Inhibition Through Maximally Tense Images. CoRR abs/2406.05598 (2024) - 2023
- [c1]Talia Konkle, George A. Alvarez:
Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections. NeurIPS 2023 - [i3]Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Erin Grant, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart
Getting aligned on representational alignment. CoRR abs/2310.13018 (2023) - 2022
- [j5]Ruosi Wang
Mid-level Feature Differences Support Early Animacy and Object Size Distinctions: Evidence from Electroencephalography Decoding. J. Cogn. Neurosci. 34(9): 1670-1680 (2022) - [j4]Daniel Janini
General object-based features account for letter perception. PLoS Comput. Biol. 18(9): 1010522 (2022) - [i2]Chris J. Hamblin, Talia Konkle, George A. Alvarez:
Pruning for Interpretable, Feature-Preserving Circuits in CNNs. CoRR abs/2206.01627 (2022) - 2021
- [j3]Caterina Magri
The contribution of object size, manipulability, and stability on neural responses to inanimate objects. NeuroImage 237: 118098 (2021) - 2020
- [j2]Leyla Y. Tarhan, Talia Konkle:
Reliability-based voxel selection. NeuroImage 207 (2020) - [i1]Arturo Deza, Talia Konkle:
Emergent Properties of Foveated Perceptual Systems. CoRR abs/2006.07991 (2020)
2010 – 2019
- 2015
- [j1]Michael A. Cohen, Ken Nakayama, Talia Konkle, Mirta Stantic
Visual Awareness Is Limited by the Representational Architecture of the Visual System. J. Cogn. Neurosci. 27(11): 2240-2252 (2015)
Coauthor Index
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