Prospect Pruning: Finding Trainable Weights at Initialization using
Meta-Gradients

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Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients

16 February 2022

Shyam A. Tailor

Joost R. van Amersfoort

Sebastian Farquhar

Nicholas D. Lane

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Papers citing "Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients"

12 / 12 papers shown

Title
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi N. Sebe Massimiliano Mancini MU 116 0 0 14 Mar 2025
AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning Lixian Jing Jianpeng Qi Junyu Dong Yanwei Yu 3DPC AI4CE 76 0 0 24 Dec 2024
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking Shiqi Sun Yantao Lu Ning Liu Bo Jiang JinChao Chen Ying Zhang VLM 64 0 0 26 Sep 2024
Effective Subset Selection Through The Lens of Neural Network Pruning Noga Bar Raja Giryes CVBM 87 1 0 03 Jun 2024
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression Dong Chen Ning Liu Yichen Zhu Zhengping Che Rui Ma Fachao Zhang Xiaofeng Mou Yi Chang Jian Tang 62 4 0 31 Jan 2024
Class-Aware Pruning for Efficient Neural Networks Mengnan Jiang Jingcun Wang Amro Eldebiky Xunzhao Yin Cheng Zhuo Ing-Chao Lin Grace Li Zhang AAML 80 9 0 10 Dec 2023
Magnitude Attention-based Dynamic Pruning Jihye Back Namhyuk Ahn Jang-Hyun Kim 78 2 0 08 Jun 2023
FedCliP: Federated Learning with Client Pruning Beibei Li Zerui Shao Ao Liu Peiran Wang FedML 80 1 0 17 Jan 2023
Advancing Model Pruning via Bi-level Optimization Yihua Zhang Yuguang Yao Parikshit Ram Pu Zhao Tianlong Chen Min-Fong Hong Yanzhi Wang Sijia Liu 158 68 0 08 Oct 2022
One-shot Network Pruning at Initialization with Discriminative Image Patches Yinan Yang Yu Wang Yi Ji Heng Qi Jien Kato VLM 94 4 0 13 Sep 2022
Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks Daiki Chijiwa Shin'ya Yamaguchi Atsutoshi Kumagai Yasutoshi Ida 80 9 0 31 May 2022
Rare Gems: Finding Lottery Tickets at Initialization Kartik K. Sreenivasan Jy-yong Sohn Liu Yang Matthew Grinde Alliot Nagle Hongyi Wang Eric P. Xing Kangwook Lee Dimitris Papailiopoulos 66 42 0 24 Feb 2022