Konkle, Talia

12 publications

ICLR 2026 Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry 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

ICML 2025 Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle

TMLR 2025 Getting Aligned on Representational Alignment Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Christopher J Cueva, Erin Grant, Iris Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine 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 O'Connell, Thomas Unterthiner, Andrew Kyle Lampinen, Klaus Robert Muller, Mariya Toneva, Thomas L. Griffiths

NeurIPS 2025 Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models Fenil R. Doshi, Thomas Fel, Talia Konkle, George A. Alvarez

ICLRW 2024 A Case for Sparse Positive Alignment of Neural Systems Jacob S. Prince, Colin Conwell, George A. Alvarez, Talia Konkle

NeurIPSW 2024 Decision-Margin Consistency: A Principled Metric for Human and Machine Performance Alignment George A. Alvarez, Talia Konkle

ICLR 2024 Manipulating Dropout Reveals an Optimal Balance of Efficiency and Robustness in Biological and Machine Visual Systems Jacob S. Prince, Gabriel Fajardo, George A. Alvarez, Talia Konkle

NeurIPSW 2024 Monkey See, Model Knew: Large Language Models Accurately Predict Human and Macaque Visual Brain Activity Colin Conwell, Emalie McMahon, Akshay Vivek Jagadeesh, Kasper Vinken, Saloni Sharma, Jacob S. Prince, George A. Alvarez, Talia Konkle, Leyla Isik, Margaret Livingstone

NeurIPSW 2024 Representation with a Capital 'r': Measuring Functional Alignment with Causal Perturbation Jacob S. Prince, George A. Alvarez, Talia Konkle

ICMLW 2024 Understanding Inhibition Through Maximally Tense Images Christopher J Hamblin, Srijani Saha, Talia Konkle, George A. Alvarez

NeurIPS 2023 Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections Talia Konkle, George Alvarez

NeurIPSW 2021 What Can 5.17 Billion Regression Fits Tell Us About Artificial Models of the Human Visual System? Colin Conwell, Jacob S. Prince, George A. Alvarez, Talia Konkle