MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval. - Mark Hamilton; Stephanie Fu; Mindren Lu; Johnny Bui; Darius Bopp; Zhenbang Chen; Felix Tran; Margaret Wang; Marina Rogers; Lei Zhang 001; Chris Hoder; William T. Freeman (NeurIPS (Competition and Demos), 2020)

Conditional Image Retrieval. - Mark Hamilton; Stephanie Fu; William T. Freeman; Mindren Lu (CoRR, 2020)

Model-Agnostic Explainability for Visual Search. - Mark Hamilton; Scott M. Lundberg; Lei Zhang 001; Stephanie Fu; William T. Freeman (CoRR, 2021)

Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning. - Mark Hamilton; Scott M. Lundberg; Stephanie Fu; Lei Zhang 001; William T. Freeman (ICLR, 2022)

DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data. - Stephanie Fu; Netanel Tamir; Shobhita Sundaram; Lucy Chai; Richard Zhang 001; Tali Dekel; Phillip Isola (NeurIPS, 2023)

OpenStreetView-5M: The Many Roads to Global Visual Geolocation. - Guillaume Astruc; Nicolas Dufour; Ioannis Siglidis; Constantin Aronssohn; Nacim Bouia; Stephanie Fu; Romain Loiseau; Van Nguyen Nguyen; Charles Raude; Elliot Vincent; Lintao Xu; Hongyu Zhou; et al. (CVPR, 2024)

A Vision Check-up for Language Models. - Pratyusha Sharma; Tamar Rott Shaham; Manel Baradad; Adrián Rodríuez-Muñoz; Shivam Duggal; Phillip Isola; Antonio Torralba 001; Stephanie Fu (CVPR, 2024)

FeatUp: A Model-Agnostic Framework for Features at Any Resolution. - Stephanie Fu; Mark Hamilton; Laura E. Brandt; Axel Feldmann; Zhoutong Zhang; William T. Freeman (ICLR, 2024)

Evaluating Multiview Object Consistency in Humans and Image Models. - Tyler Bonnen; Stephanie Fu; Yutong Bai; Thomas P. O'Connell; Yoni Friedman; Nancy Kanwisher; Josh Tenenbaum 001; Alexei A. Efros (NeurIPS, 2024)

When does perceptual alignment benefit vision representations? - Shobhita Sundaram; Stephanie Fu; Lukas Muttenthaler; Netanel Tamir; Lucy Chai; Simon Kornblith; Trevor Darrell; Phillip Isola (NeurIPS, 2024)

A Vision Check-up for Language Models. - Pratyusha Sharma; Tamar Rott Shaham; Manel Baradad; Stephanie Fu; Adrián Rodríguez-Muñoz; Shivam Duggal; Phillip Isola; Antonio Torralba 001 (CoRR, 2024)

Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies. - Ritwik Gupta; Leah Walker; Rodolfo Corona; Stephanie Fu; Suzanne Petryk; Janet Napolitano; Trevor Darrell; Andrew W. Reddie (CoRR, 2024)

What Makes for a Good Stereoscopic Image? - Netanel Tamir; Shir Amir; Ranel Itzhaky; Noam Atia; Shobhita Sundaram; Stephanie Fu; Ron Sokolovsky; Phillip Isola; Tali Dekel; Richard Zhang 001; Miriam Farber (CVPR Workshops, 2025)

Hidden in plain sight: VLMs overlook their visual representations. - Stephanie Fu; Tyler Bonnen; Devin Guillory; Trevor Darrell (CoRR, 2025)