Vitaliy Chiley

According to our database, Vitaliy Chiley authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LoRA Learns Less and Forgets Less.

Dan Biderman, Jacob P. Portes, Jose Javier Gonzalez Ortiz, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John Patrick Cunningham

Trans. Mach. Learn. Res., 2024

Inference-Friendly Models With MixAttention.

Shashank Rajput, Ying Sheng, Sean Owen, Vitaliy Chiley

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

Sparse Upcycling: Inference Inefficient Finetuning.

Sasha Doubov, Nikhil Sardana, Vitaliy Chiley

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2023

RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network.

Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2021

Pipelined Backpropagation at Scale: Training Large Models without Batches.

Atli Kosson, Vitaliy Chiley, Abhinav Venigalla, Joel Hestness, Urs Köster

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020

Adaptive Braking for Mitigating Gradient Delay.

Abhinav Venigalla, Atli Kosson, Vitaliy Chiley, Urs Köster

CoRR, 2020

Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation.

Mihir Pendse, Vithursan Thangarasa, Vitaliy Chiley, Ryan Holmdahl, Joel Hestness, Dennis DeCoste

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Online Normalization for Training Neural Networks.

Vitaliy Chiley, Ilya Sharapov, Atli Kosson, Urs Köster, Ryan Reece, Sofia Samaniego de la Fuente, Vishal Subbiah, Michael James

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019