Talia Konkle

23 papers A* 3B 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bi-Orthogonal Factor Decomposition for Vision Transformers.
CoRR
Fenil R. Doshi, Thomas Fel, Talia Konkle, George A. Alvarez
2026 J jnl
FOVI: A biologically-inspired foveated interface for deep vision models.
CoRR
Nicholas M. Blauch, George A. Alvarez, Talia Konkle
2025 J jnl
A feedforward mechanism for human-like contour integration.
PLoS Comput. Biol.
Fenil R. Doshi, Talia Konkle, George A. Alvarez
2025 A* conf
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models.
ICML
Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle
2025 J jnl
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models.
CoRR
Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle
2025 B conf
Beyond Muller-Lyer: Culture shapes ‘universal' visual phenomenology in multiple illusions across a rural-urban gradient.
CogSci
Ivan Kroupin, Helen E. Davis, Aparicio Jose Paredes Lopes, Talia Konkle, Michael Muthukrishna
2025 — conf
Decision-margin consistency: a principled metric for human and machine performance alignment.
UniReps
George A. Alvarez, Talia Konkle
2025 J jnl
Getting aligned on representational alignment.
Trans. Mach. Learn. Res.
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
2025 J jnl
Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry.
CoRR
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
2025 J jnl
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models.
CoRR
Fenil R. Doshi, Thomas Fel, Talia Konkle, George A. Alvarez
2024 J jnl
Feature Accentuation: Revealing 'What' Features Respond to in Natural Images.
CoRR
Chris J. Hamblin, Thomas Fel, Srijani Saha, Talia Konkle, George A. Alvarez
2024 J jnl
How does the primate brain combine generative and discriminative computations in vision?
CoRR
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
2024 A* conf
Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems.
ICLR
Jacob S. Prince, Gabriel Fajardo, George A. Alvarez, Talia Konkle
2024 J jnl
Understanding Inhibition Through Maximally Tense Images.
CoRR
Christopher J. Hamblin, Srijani Saha, Talia Konkle, George A. Alvarez
2023 A* conf
Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections.
NeurIPS
Talia Konkle, George A. Alvarez
2023 J jnl
Getting aligned on representational alignment.
CoRR
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, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew K. Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths
2022 J jnl
General object-based features account for letter perception.
PLoS Comput. Biol.
Daniel Janini, Chris J. Hamblin, Arturo Deza, Talia Konkle
2022 J jnl
Mid-level Feature Differences Support Early Animacy and Object Size Distinctions: Evidence from Electroencephalography Decoding.
J. Cogn. Neurosci.
Ruosi Wang, Daniel Janini, Talia Konkle
2022 J jnl
Pruning for Interpretable, Feature-Preserving Circuits in CNNs.
CoRR
Chris J. Hamblin, Talia Konkle, George A. Alvarez
2021 J jnl
The contribution of object size, manipulability, and stability on neural responses to inanimate objects.
NeuroImage
Caterina Magri, Talia Konkle, Alfonso Caramazza
2020 J jnl
Emergent Properties of Foveated Perceptual Systems.
CoRR
Arturo Deza, Talia Konkle
2020 J jnl
Reliability-based voxel selection.
NeuroImage
Leyla Y. Tarhan, Talia Konkle
2015 J jnl
Visual Awareness Is Limited by the Representational Architecture of the Visual System.
J. Cogn. Neurosci.
Michael A. Cohen, Ken Nakayama, Talia Konkle, Mirta Stantic, George A. Alvarez