Infinite Dimensional Word Embeddings. - Eric T. Nalisnick; Sachin Ravi (CoRR, 2015)

Optimization as a Model for Few-Shot Learning. - Sachin Ravi; Hugo Larochelle (ICLR, 2017)

Meta-Learning for Batch Mode Active Learning. - Sachin Ravi; Hugo Larochelle (ICLR (Workshop), 2018)

Meta-Learning for Semi-Supervised Few-Shot Classification. - Mengye Ren; Eleni Triantafillou; Sachin Ravi; Jake Snell; Kevin Swersky; Joshua B. Tenenbaum; Hugo Larochelle; Richard S. Zemel (ICLR (Poster), 2018)

Amortized Bayesian Meta-Learning. - Sachin Ravi; Alex Beatson (ICLR (Poster), 2019)

Meta-Learning for Data and Processing Efficiency - Sachin Ravi (2019)

Privacy-preserving Learning via Deep Net Pruning. - Yangsibo Huang; Yushan Su; Sachin Ravi; Zhao Song 002; Sanjeev Arora; Kai Li 001 (CoRR, 2020)

Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks. - Sachin Ravi; Sebastian Musslick; Maia Hamin; Theodore L. Willke; Jonathan D. Cohen 003 (CoRR, 2020)

Perceptual Grouping in Vision-Language Models. - Kanchana Ranasinghe; Brandon McKinzie; Sachin Ravi; Yinfei Yang; Alexander Toshev; Jonathon Shlens (CoRR, 2022)

Perceptual Grouping in Contrastive Vision-Language Models. - Kanchana Ranasinghe; Brandon McKinzie; Sachin Ravi; Yinfei Yang; Alexander Toshev; Jonathon Shlens (ICCV, 2023)