Ginsburg, Boris

12 publications

ICLR 2025 HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR Hainan Xu, Travis M. Bartley, Vladimir Bataev, Boris Ginsburg

ICML 2025 Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C Puvvada, Jagadeesh Balam, Boris Ginsburg

ICML 2025 Star Attention: Efficient LLM Inference over Long Sequences Shantanu Acharya, Fei Jia, Boris Ginsburg

ICLR 2025 nGPT: Normalized Transformer with Representation Learning on the Hypersphere Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg

ICML 2024 SelfVC: Voice Conversion with Iterative Refinement Using Self Transformations Paarth Neekhara, Shehzeen Samarah Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian Mcauley

ICLR 2023 BigVGAN: A Universal Neural Vocoder with Large-Scale Training Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon

ICML 2023 Efficient Sequence Transduction by Jointly Predicting Tokens and Durations Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg

ICLR 2020 Training Deep Networks with Stochastic Gradient Normalized by Layerwise Adaptive Second Moments Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Yang Zhang, Jonathan M. Cohen

ICLR 2018 Mixed Precision Training Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory Diamos, Erich Elsen, David Garcia, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu

ICLR 2017 Factorization Tricks for LSTM Networks Oleksii Kuchaiev, Boris Ginsburg

ICLR 2017 On Improving the Numerical Stability of Winograd Convolutions Kevin Vincent, Kevin Stephano, Michael A. Frumkin, Boris Ginsburg, Julien Demouth

NeurIPS 2016 SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques Elad Richardson, Rom Herskovitz, Boris Ginsburg, Michael Zibulevsky