A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions

5 October 2020

Papers citing "A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions"

12 / 12 papers shown

Title
Compact Language Models via Pruning and Knowledge Distillation Saurav Muralidharan Sharath Turuvekere Sreenivas Raviraj Joshi Marcin Chochowski M. Patwary M. Shoeybi Bryan Catanzaro Jan Kautz Pavlo Molchanov SyDa MQ 34 37 0 19 Jul 2024
Compression of Recurrent Neural Networks using Matrix Factorization Lucas Maison Hélion Marie du Mas des Bourboux Thomas Courtat 13 0 0 19 Oct 2023
Distributed Neural Representation for Reactive in situ Visualization Qi Wu J. Insley V. Mateevitsi S. Rizzi M. Papka Kwan-Liu Ma 24 1 0 28 Mar 2023
Designing and Training of Lightweight Neural Networks on Edge Devices using Early Halting in Knowledge Distillation Rahul Mishra Hari Prabhat Gupta 27 8 0 30 Sep 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 34 96 0 29 Mar 2022
On Neural Network Equivalence Checking using SMT Solvers Charis Eleftheriadis Nikolaos Kekatos Panagiotis Katsaros S. Tripakis AAML 21 12 0 22 Mar 2022
Modeling the AC Power Flow Equations with Optimally Compact Neural Networks: Application to Unit Commitment Alyssa Kody Samuel C. Chevalier Spyros Chatzivasileiadis Daniel Molzahn 62 37 0 21 Oct 2021
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation Yimin Dou Kewen Li Jianbing Zhu Timing Li Shaoquan Tan Zongchao Huang 8 25 0 11 Oct 2021
CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization with Deep Learning Liping Wang Saideep Tiku S. Pasricha 19 32 0 02 Jul 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 23 365 0 16 Jun 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 16 38 0 20 Mar 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 188 1,027 0 06 Mar 2020