NTK-SAP: Improving neural network pruning by aligning training dynamics

6 April 2023

Papers citing "NTK-SAP: Improving neural network pruning by aligning training dynamics"

17 / 17 papers shown

Title
Hyperflows: Pruning Reveals the Importance of Weights Eugen Barbulescu Antonio Alexoaie 21 0 0 06 Apr 2025
Efficient Model Editing with Task-Localized Sparse Fine-tuning Leonardo Iurada Marco Ciccone Tatiana Tommasi KELM MoMe 40 0 0 03 Apr 2025
Towards Understanding the Optimization Mechanisms in Deep Learning Binchuan Qi Wei Gong Li Li 36 0 0 29 Mar 2025
Inductive Gradient Adjustment For Spectral Bias In Implicit Neural Representations Kexuan Shi Hai Chen Leheng Zhang Shuhang Gu 21 1 0 17 Oct 2024
ReTok: Replacing Tokenizer to Enhance Representation Efficiency in Large Language Model Shuhao Gu Mengdi Zhao Bowen Zhang Liangdong Wang Jijie Li Guang Liu 23 2 0 06 Oct 2024
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records Weimin Lyu Zexin Bi Fusheng Wang Chao Chen 40 5 0 06 Jul 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 38 16 0 08 Jun 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning Leonardo Iurada Marco Ciccone Tatiana Tommasi 34 3 0 03 Jun 2024
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models Yubin Shi Yixuan Chen Mingzhi Dong Xiaochen Yang Dongsheng Li ... Yingying Zhao Fan Yang Tun Lu Ning Gu L. Shang MoMe 25 4 0 13 May 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning Matteo Farina Massimiliano Mancini Elia Cunegatti Gaowen Liu Giovanni Iacca Elisa Ricci VLM 29 2 0 08 Apr 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners Jing Wu Suiyao Chen Qi Zhao Renat Sergazinov Chen Li ... Tianpei Xie Hanqing Guo Cheng Ji Daniel Cociorva Hakan Brunzel SSL 37 37 0 04 Jan 2024
LEMON: Lossless model expansion Yite Wang Jiahao Su Hanlin Lu Cong Xie Tianyi Liu Jianbo Yuan Haibin Lin Ruoyu Sun Hongxia Yang 12 12 0 12 Oct 2023
DNNShifter: An Efficient DNN Pruning System for Edge Computing Bailey J. Eccles Philip Rodgers Peter Kilpatrick I. Spence Blesson Varghese 22 15 0 13 Sep 2023
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations Elia Cunegatti Matteo Farina Doina Bucur Giovanni Iacca 27 1 0 26 May 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 30 9 0 28 Feb 2023
Achieving Small Test Error in Mildly Overparameterized Neural Networks Shiyu Liang Ruoyu Sun R. Srikant 16 3 0 24 Apr 2021
Comparing Rewinding and Fine-tuning in Neural Network Pruning Alex Renda Jonathan Frankle Michael Carbin 222 382 0 05 Mar 2020