Recall Distortion in Neural Network Pruning and the Undecayed Pruning
Algorithm

Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm

7 June 2022

Papers citing "Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm"

13 / 13 papers shown

Title
Fisher-aware Quantization for DETR Detectors with Critical-category Objectives Huanrui Yang Yafeng Huang Zhen Dong Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata Yuan Du Kurt Keutzer Shanghang Zhang MQ 49 0 0 03 Jul 2024
The EarlyBird Gets the WORM: Heuristically Accelerating EarlyBird Convergence Adithya Vasudev 18 0 0 31 May 2024
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures Eugenia Iofinova Alexandra Peste Dan Alistarh 28 9 0 25 Apr 2023
Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions Junyang Cai Khai-Nguyen Nguyen Nishant Shrestha Aidan Good Ruisen Tu Xin Yu Shandian Zhe Thiago Serra MLT 37 7 0 19 Jan 2023
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks Shiyu Liu Rohan Ghosh John Tan Chong Min Mehul Motani 37 0 0 09 Dec 2022
Pruning has a disparate impact on model accuracy Cuong Tran Ferdinando Fioretto Jung-Eun Kim Rakshit Naidu 39 38 0 26 May 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks Xin Yu Thiago Serra Srikumar Ramalingam Shandian Zhe 42 48 0 09 Mar 2022
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation Orevaoghene Ahia Julia Kreutzer Sara Hooker 115 51 0 06 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 141 684 0 31 Jan 2021
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 137 189 0 19 Mar 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 191 1,027 0 06 Mar 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 221 197 0 07 Feb 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019