Morcos, Ari

15 publications

NeurIPS 2023 D4: Improving LLM Pretraining via Document De-Duplication and Diversification Kushal Tirumala, Daniel Simig, Armen Aghajanyan, Ari Morcos

NeurIPS 2023 PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari Morcos

NeurIPS 2023 Stable and Low-Precision Training for Large-Scale Vision-Language Models Mitchell Wortsman, Tim Dettmers, Luke Zettlemoyer, Ari Morcos, Ali Farhadi, Ludwig Schmidt

NeurIPS 2022 Beyond Neural Scaling Laws: Beating Power Law Scaling via Data Pruning Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari Morcos

ICML 2021 CURI: A Benchmark for Productive Concept Learning Under Uncertainty Ramakrishna Vedantam, Arthur Szlam, Maximillian Nickel, Ari Morcos, Brenden M Lake

NeurIPS 2021 Grounding Inductive Biases in Natural Images: Invariance Stems from Variations in Data Diane Bouchacourt, Mark Ibrahim, Ari Morcos

WACV 2021 Representation Learning Through Latent Canonicalizations Or Litany, Ari Morcos, Srinath Sridhar, Leonidas Guibas, Judy Hoffman

ICLR 2020 DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra

ICLR 2020 Insights on Visual Representations for Embodied Navigation Tasks Erik Wijmans, Julian Straub, Irfan Essa, Dhruv Batra, Judy Hoffman, Ari Morcos

L4DC 2020 Plan2Vec: Unsupervised Representation Learning by Latent Plans Ge Yang, Amy Zhang, Ari Morcos, Joelle Pineau, Pieter Abbeel, Roberto Calandra

NeurIPS 2020 The Generalization-Stability Tradeoff in Neural Network Pruning Brian Bartoldson, Ari Morcos, Adrian Barbu, Gordon Erlebacher

ICLR 2019 Learning to Make Analogies by Contrasting Abstract Relational Structure Felix Hill, Adam Santoro, David Barrett, Ari Morcos, Timothy Lillicrap

NeurIPS 2019 One Ticket to Win Them All: Generalizing Lottery Ticket Initializations Across Datasets and Optimizers Ari Morcos, Haonan Yu, Michela Paganini, Yuandong Tian

NeurIPS 2018 Insights on Representational Similarity in Neural Networks with Canonical Correlation Ari Morcos, Maithra Raghu, Samy Bengio

ICML 2018 Measuring Abstract Reasoning in Neural Networks David Barrett, Felix Hill, Adam Santoro, Ari Morcos, Timothy Lillicrap