Coordinated hippocampal-entorhinal replay as structural inference. - Talfan Evans; Neil Burgess (NeurIPS, 2019)

A visual introduction to Gaussian Belief Propagation. - Joseph Ortiz; Talfan Evans; Andrew J. Davison (CoRR, 2021)

Incremental Abstraction in Distributed Probabilistic SLAM Graphs. - Joseph Ortiz; Talfan Evans; Edgar Sucar; Andrew J. Davison (ICRA, 2022)

Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding. - Talfan Evans; Shreya Pathak; Hamza Merzic; Jonathan Schwarz; Ryutaro Tanno; Olivier J. Hénaff (ECCV (17), 2024)

Data curation via joint example selection further accelerates multimodal learning. - Talfan Evans; Nikhil Parthasarathy; Hamza Merzic; Olivier J. Hénaff (NeurIPS, 2024)

Active Data Curation Effectively Distills Large-Scale Multimodal Models. - Vishaal Udandarao; Nikhil Parthasarathy; Muhammad Ferjad Naeem; Talfan Evans; Samuel Albanie; Federico Tombari; Yongqin Xian; Alessio Tonioni; Olivier J. Hénaff (CVPR, 2025)

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features. - Michael Tschannen; Alexey A. Gritsenko; Xiao Wang 038; Muhammad Ferjad Naeem; Ibrahim Alabdulmohsin; Nikhil Parthasarathy; Talfan Evans; Lucas Beyer; Ye Xia; Basil Mustafa; Olivier J. Hénaff; Jeremiah Harmsen; et al. (CoRR, 2025)