Visual Awareness Is Limited by the Representational Architecture of the Visual System. - Michael A. Cohen; Ken Nakayama; Talia Konkle; Mirta Stantic; George A. Alvarez (J. Cogn. Neurosci., 2015)

Emergent Properties of Foveated Perceptual Systems. - Arturo Deza; Talia Konkle (CoRR, 2020)

Reliability-based voxel selection. - Leyla Y. Tarhan; Talia Konkle (NeuroImage, 2020)

The contribution of object size, manipulability, and stability on neural responses to inanimate objects. - Caterina Magri; Talia Konkle; Alfonso Caramazza (NeuroImage, 2021)

Pruning for Interpretable, Feature-Preserving Circuits in CNNs. - Chris J. Hamblin; Talia Konkle; George A. Alvarez (CoRR, 2022)

Mid-level Feature Differences Support Early Animacy and Object Size Distinctions: Evidence from Electroencephalography Decoding. - Ruosi Wang; Daniel Janini; Talia Konkle (J. Cogn. Neurosci., 2022)

General object-based features account for letter perception. - Daniel Janini; Chris J. Hamblin; Arturo Deza; Talia Konkle (PLoS Comput. Biol., 2022)

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

Getting aligned on representational alignment. - 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; et al. (CoRR, 2023)

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 (ICLR, 2024)

How does the primate brain combine generative and discriminative computations in vision? - 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; et al. (CoRR, 2024)

Feature Accentuation: Revealing 'What' Features Respond to in Natural Images. - Chris J. Hamblin; Thomas Fel; Srijani Saha; Talia Konkle; George A. Alvarez (CoRR, 2024)

Understanding Inhibition Through Maximally Tense Images. - Christopher J. Hamblin; Srijani Saha; Talia Konkle; George A. Alvarez (CoRR, 2024)

Decision-margin consistency: a principled metric for human and machine performance alignment. - George A. Alvarez; Talia Konkle (UniReps, 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 (CoRR, 2025)

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