Rush, Alexander

14 publications

NeurIPS 2024 Simple and Effective Masked Diffusion Language Models Subham Sekhar Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T Chiu, Alexander Rush, Volodymyr Kuleshov

NeurIPS 2023 OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Hugo Laurençon, Lucile Saulnier, Leo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander Rush, Douwe Kiela, Matthieu Cord, Victor Sanh

NeurIPS 2023 Scaling Data-Constrained Language Models Niklas Muennighoff, Alexander Rush, Boaz Barak, Teven Le Scao, Nouamane Tazi, Aleksandra Piktus, Sampo Pyysalo, Thomas Wolf, Colin A Raffel

NeurIPS 2021 Low-Rank Constraints for Fast Inference in Structured Models Justin Chiu, Yuntian Deng, Alexander Rush

NeurIPS 2020 Cascaded Text Generation with Markov Transformers Yuntian Deng, Alexander Rush

NeurIPS 2020 Latent Template Induction with Gumbel-CRFs Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander Rush

NeurIPS 2020 Movement Pruning: Adaptive Sparsity by Fine-Tuning Victor Sanh, Thomas Wolf, Alexander Rush

ICML 2019 Latent Normalizing Flows for Discrete Sequences Zachary Ziegler, Alexander Rush

ICML 2019 Tensor Variable Elimination for Plated Factor Graphs Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Neeraj Pradhan, Justin Chiu, Alexander Rush, Noah Goodman

ICML 2018 Adversarially Regularized Autoencoders Junbo Zhao, Yoon Kim, Kelly Zhang, Alexander Rush, Yann LeCun

NeurIPS 2018 Latent Alignment and Variational Attention Yuntian Deng, Yoon Kim, Justin Chiu, Demi Guo, Alexander Rush

ICML 2018 Semi-Amortized Variational Autoencoders Yoon Kim, Sam Wiseman, Andrew Miller, David Sontag, Alexander Rush

ICML 2018 Weightless: Lossy Weight Encoding for Deep Neural Network Compression Brandon Reagan, Udit Gupta, Bob Adolf, Michael Mitzenmacher, Alexander Rush, Gu-Yeon Wei, David Brooks

ICML 2015 A Fast Variational Approach for Learning Markov Random Field Language Models Yacine Jernite, Alexander Rush, David Sontag