Vitaliy Chiley

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Backpropagation Algorithm

Back Propagation

Feed Forward Neural Networks

Memory Efficient

Top Venues

BrainLes@MICCAI (2)

Publications

Dan Biderman, Jose Javier Gonzalez Ortiz, Jacob Portes, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John P. Cunningham
LoRA Learns Less and Forgets Less. CoRR (2024)
Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network. MLSys (2023)
Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network. CoRR (2022)
Mihir Pendse, Vithursan Thangarasa, Vitaliy Chiley, Ryan Holmdahl, Joel Hestness, Dennis DeCoste
Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation. CoRR (2021)
Atli Kosson, Vitaliy Chiley, Abhinav Venigalla, Joel Hestness, Urs Köster
Pipelined Backpropagation at Scale: Training Large Models without Batches. MLSys (2021)
Atli Kosson, Vitaliy Chiley, Abhinav Venigalla, Joel Hestness, Urs Köster
Pipelined Backpropagation at Scale: Training Large Models without Batches. CoRR (2020)
Mihir Pendse, Vithursan Thangarasa, Vitaliy Chiley, Ryan Holmdahl, Joel Hestness, Dennis DeCoste
Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2020)
Abhinav Venigalla, Atli Kosson, Vitaliy Chiley, Urs Köster
Adaptive Braking for Mitigating Gradient Delay. CoRR (2020)
Vitaliy Chiley, Ilya Sharapov, Atli Kosson, Urs Köster, Ryan Reece, Sofia Samaniego de la Fuente, Vishal Subbiah, Michael James
Online Normalization for Training Neural Networks. NeurIPS (2019)
Vitaliy Chiley, Ilya Sharapov, Atli Kosson, Urs Köster, Ryan Reece, Sofia Samaniego de la Fuente, Vishal Subbiah, Michael James
Online Normalization for Training Neural Networks. CoRR (2019)