Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints

12 May 2019

Papers citing "Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints"

10 / 10 papers shown

Title
Accelerating Deep Learning with Fixed Time Budget Muhammad Asif Khan R. Hamila Hamid Menouar 28 0 0 03 Oct 2024
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 35 41 0 07 Apr 2023
Learning to Zoom and Unzoom Chittesh Thavamani Mengtian Li Francesco Ferroni Deva Ramanan 22 8 0 27 Mar 2023
Compression-aware Training of Neural Networks using Frank-Wolfe Max Zimmer Christoph Spiegel Sebastian Pokutta 31 9 0 24 May 2022
A Closer Look at Branch Classifiers of Multi-exit Architectures Shaohui Lin Bo Ji Rongrong Ji Angela Yao 14 4 0 28 Apr 2022
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 33 32 0 27 Aug 2021
How to Train BERT with an Academic Budget Peter Izsak Moshe Berchansky Omer Levy 23 114 0 15 Apr 2021
Towards Streaming Perception Mengtian Li Yu-xiong Wang Deva Ramanan 25 5 0 21 May 2020
Normalized Attention Without Probability Cage Oliver Richter Roger Wattenhofer 14 21 0 19 May 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 274 5,331 0 05 Nov 2016