0/1 Deep Neural Networks via Block Coordinate Descent

19 June 2022

Papers citing "0/1 Deep Neural Networks via Block Coordinate Descent"

8 / 8 papers shown

Title
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning Le-Trung Nguyen Ael Quélennec Van-Tam Nguyen Enzo Tartaglione 48 0 0 08 May 2025
Model Selection with Model Zoo via Graph Learning Ziyu Li Hilco van der Wilk Danning Zhan Megha Khosla A. Bozzon Rihan Hai 51 1 0 05 Apr 2024
Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint Ael Quélennec Enzo Tartaglione Pavlo Mozharovskyi Van-Tam Nguyen 39 2 0 08 Dec 2023
Teaching CLIP to Count to Ten Roni Paiss Ariel Ephrat Omer Tov Shiran Zada Inbar Mosseri Michal Irani Tali Dekel VLM CLIP 39 93 0 23 Feb 2023
A comprehensive review of Binary Neural Network Chunyu Yuan S. Agaian MQ 50 95 0 11 Oct 2021
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks Torsten Hoefler Dan Alistarh Tal Ben-Nun Nikoli Dryden Alexandra Peste MQ 153 685 0 31 Jan 2021
Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation Jiaxin Gu Ce Li Baochang Zhang Jiawei Han Xianbin Cao Jianzhuang Liu David Doermann 3DV 176 86 0 30 Nov 2018
Quasi-hyperbolic momentum and Adam for deep learning Jerry Ma Denis Yarats ODL 84 129 0 16 Oct 2018