Conwell, Colin

15 publications

ICLR 2025 Modeling Dynamic Social Vision Highlights Gaps Between Deep Learning and Humans Kathy Garcia, Emalie McMahon, Colin Conwell, Michael Bonner, Leyla Isik

NeurIPS 2025 Training the Untrainable: Introducing Inductive Bias via Representational Alignment Vighnesh Subramaniam, David Mayo, Colin Conwell, Tomaso Poggio, Boris Katz, Brian Cheung, Andrei Barbu

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

ICML 2024 Revealing Vision-Language Integration in the Brain with Multimodal Networks Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

ICLRW 2023 A Comprehensive Benchmark of Human-like Relational Reasoning for Text-to-Image Foundation Models Colin Conwell, Tomer Ullman

NeurIPSW 2023 A Sparse Null Code Emerges in Deep Neural Networks Brian S Robinson, Nathan Drenkow, Colin Conwell, Michael Bonner

ICLRW 2023 Controlled Assessment of CLIP-Style Language-Aligned Vision Models in Prediction of Brain & Behavioral Data Colin Conwell, Jacob S. Prince, Christopher J Hamblin, George A. Alvarez

NeurIPSW 2023 Evaluation of Representational Similarity Scores Across Human Visual Cortex Francisco Acosta, Colin Conwell, Sophia Sanborn, David A. Klindt, Nina Miolane

ICLRW 2023 Workshop Submission: Using Multimodal DNNs to Study Vision-Language Integration in the Brain Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

NeurIPSW 2022 Towards Disentangling the Roles of Vision & Language in Aesthetic Experience with Multimodal DNNs Colin Conwell, Christopher J Hamblin

NeurIPS 2021 Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex Colin Conwell, David Mayo, Andrei Barbu, Michael Buice, George Alvarez, Boris Katz

NeurIPSW 2021 On the Use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell

NeurIPSW 2021 Unsupervised Representation Learning Facilitates Human-like Spatial Reasoning Kaushik Lakshminarasimhan, Colin Conwell

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