The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

9 March 2018

Papers citing "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks"

50 / 2,185 papers shown

Title
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates Atsuki Yamaguchi Terufumi Morishita Aline Villavicencio Nikolaos Aletras CLL 169 0 0 04 Dec 2025
Lean Unet: A Compact Model for Image Segmentation Ture Hassler Ida Åkerholm Marcus Nordström Gabriele Balletti Orcun Goksel 0 0 0 03 Dec 2025
Understanding and Harnessing Sparsity in Unified Multimodal Models Shwai He Chaorui Deng Ang Li Shen Yan MoE 204 1 0 02 Dec 2025
Parameter Reduction Improves Vision Transformers: A Comparative Study of Sharing and Width Reduction Anantha Padmanaban Krishna Kumar ViT 44 0 0 30 Nov 2025
Forgetting by Pruning: Data Deletion in Join Cardinality Estimation Chaowei He Yuanjun Liu Qingzhi Ma Shenyuan Ren Xizhao Luo Lei Zhao An Liu MU 156 0 0 25 Nov 2025
ModHiFi: Identifying High Fidelity predictive components for Model Modification Dhruva Kashyap Chaitanya Murti Pranav K Nayak Tanay Narshana Chiranjib Bhattacharyya 116 0 0 24 Nov 2025
Exploiting the Experts: Unauthorized Compression in MoE-LLMs Pinaki Prasad Guha Neogi Ahmad Mohammadshirazi Dheeraj Kulshrestha R. Ramnath MoE 120 0 0 22 Nov 2025
Layer-wise Weight Selection for Power-Efficient Neural Network Acceleration Jiaxun Fang Grace Li Zhang Shaoyi Huang MQ 275 0 0 21 Nov 2025
E $^3$ -Pruner: Towards Efficient, Economical, and Effective Layer Pruning for Large Language Models Tao Yuan Haoli Bai Yinfei Pan Xuyang Cao Tianyu Zhang Lu Hou Ting Hu Xianzhi Yu VLM 195 0 0 21 Nov 2025
Teacher-Guided One-Shot Pruning via Context-Aware Knowledge Distillation Md. Samiul Alim Sharjil Khan Amrijit Biswas Fuad Rahman Shafin Rahman Nabeel Mohammed VLM 147 0 0 20 Nov 2025
Breaking Expert Knowledge Limits: Self-Pruning for Large Language Models Haidong Kang Lihong Lin Enneng Yang Hongning Dai Hao Wang LRM 201 0 0 19 Nov 2025
Dynamic Black-box Backdoor Attacks on IoT Sensory DataInternational Conference on Trust, Privacy and Security in Intelligent Systems and Applications (ICPSISA), 2024 Ajesh Koyatan Chathoth Stephen Lee AAML 156 2 0 18 Nov 2025
Weight-sparse transformers have interpretable circuits Leo Gao Achyuta Rajaram Jacob Coxon Soham V. Govande Bowen Baker Dan Mossing MILM 216 4 0 17 Nov 2025
Efficient Mathematical Reasoning Models via Dynamic Pruning and Knowledge Distillation Fengming Yu Qingyu Meng Haiwei Pan Kejia Zhang LRM 132 0 0 15 Nov 2025
Which Sparse Autoencoder Features Are Real? Model-X Knockoffs for False Discovery Rate Control Tsogt-Ochir Enkhbayar 116 1 0 12 Nov 2025
StableMorph: High-Quality Face Morph Generation with Stable Diffusion Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch 80 0 0 11 Nov 2025
Hardware-Aware YOLO Compression for Low-Power Edge AI on STM32U5 for Weeds Detection in Digital Agriculture Charalampos S. Kouzinopoulos Yuri Manna 188 0 0 11 Nov 2025
CAMP-HiVe: Cyclic Pair Merging based Efficient DNN Pruning with Hessian-Vector Approximation for Resource-Constrained Systems M. H. Uddin Sai Krishna Ghanta Liam Seymour S. Baidya 195 0 0 09 Nov 2025
Models Got Talent: Identifying High Performing Wearable Human Activity Recognition Models Without Training Richard Goldman Varun Komperla Thomas Ploetz H. Haresamudram 142 0 0 08 Nov 2025
SiamMM: A Mixture Model Perspective on Deep Unsupervised Learning Xiaodong Wang Jing Huang Kevin J. Liang SSL 433 0 0 07 Nov 2025
APP: Accelerated Path Patching with Task-Specific Pruning Frauke Andersen William Rudman Ruochen Zhang Carsten Eickhoff 64 0 0 07 Nov 2025
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms Hikari Otsuka Daiki Chijiwa Yasuyuki Okoshi Daichi Fujiki Susumu Takeuchi Masato Motomura 164 0 0 06 Nov 2025
Sharp Minima Can Generalize: A Loss Landscape Perspective On Data Raymond Fan Bryce Sandlund Lin Myat Ko 96 0 0 06 Nov 2025
TwIST: Rigging the Lottery in Transformers with Independent Subnetwork Training Michael Menezes Barbara Su Xinze Feng Yehya Farhat Hamza Shili Anastasios Kyrillidis 164 1 0 06 Nov 2025
Random Initialization of Gated Sparse Adapters Vi Retault Yohaï-Eliel Berreby CLL MoE 196 0 0 03 Nov 2025
AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs David McCoy Yulun Wu Zachary Butzin-Dozier 108 0 0 02 Nov 2025
Diluting Restricted Boltzmann Machines C. Díaz-Faloh R. Mulet 110 0 0 01 Nov 2025
Spatio-temporal Multivariate Time Series Forecast with Chosen Variables Zibo Liu Zhe Jiang Zelin Xu Tingsong Xiao Yupu Zhang Zhengkun Xiao Haibo Wang Shigang Chen AI4TS 132 0 0 28 Oct 2025
Kernelized Sparse Fine-Tuning with Bi-level Parameter Competition for Vision Models Shufan Shen Junshu Sun Shuhui Wang Qingming Huang 136 0 0 28 Oct 2025
Adaptive Training of INRs via Pruning and Densification Diana Aldana João Paulo Lima Daniel Csillag Daniel Perazzo Haoan Feng Luiz Velho Tiago Novello 99 0 0 27 Oct 2025
Frustratingly Easy Task-aware Pruning for Large Language Models Yuanhe Tian Junjie Liu Xican Yang Haishan Ye Yan Song 133 1 0 26 Oct 2025
Pruning and Quantization Impact on Graph Neural Networks Khatoon Khedri Reza Rawassizadeh Qifu Wen M. Hosseinzadeh GNN 190 0 0 24 Oct 2025
A flexible framework for structural plasticity in GPU-accelerated sparse spiking neural networks James C. Knight Johanna Senk Thomas Nowotny 112 1 0 22 Oct 2025
A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation Jiacheng Liu Xinyu Wang Yuqi Lin Zhikai Wang P. Wang ... Zexuan Yan Zhengyi Shi Chang Zou Yue Ma Linfeng Zhang 367 2 0 22 Oct 2025
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming Zhen Zhang Bingsheng He OOD 152 0 0 21 Oct 2025
C-SWAP: Explainability-Aware Structured Pruning for Efficient Neural Networks Compression Baptiste Bauvin Loïc Baret Ola Ahmad 104 0 0 21 Oct 2025
S2AP: Score-space Sharpness Minimization for Adversarial Pruning Giorgio Piras Qi Zhao Fabio Brau Maura Pintor Christian Wressnegger Battista Biggio AAML 125 0 0 21 Oct 2025
The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis Hoang Pham T. Ta Tom Jacobs R. Burkholz Long Tran-Thanh 116 0 0 20 Oct 2025
From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models Ziyan Wang Enmao Diao Qi Le Pu Wang Minwoo Lee Shu-ping Yeh Evgeny Stupachenko Hao Feng Li Yang 128 1 0 20 Oct 2025
Neuronal Group Communication for Efficient Neural representation Zhengqi Pei Qingming Huang Shuhui Wang 107 0 0 19 Oct 2025
Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration Thomas Katraouras Dimitrios Rafailidis VLM 100 0 0 16 Oct 2025
Efficient Dynamic Structured Sparse Training with Learned Shuffles Abhishek Tyagi Arjun Iyer Liam Young William H Renninger Christopher Kanan Yuhao Zhu 91 0 0 16 Oct 2025
Convergence, design and training of continuous-time dropout as a random batch method Antonio Álvarez-López Martín Hernández 88 0 0 15 Oct 2025
Structured Sparsity and Weight-adaptive Pruning for Memory and Compute efficient Whisper models Prasenjit K Mudi Anshi Sachan Dahlia Devapriya Sheetal Kalyani 60 0 0 14 Oct 2025
Compressibility Measures Complexity: Minimum Description Length Meets Singular Learning Theory Einar Urdshals Edmund Lau Jesse Hoogland Stan van Wingerden Daniel Murfet 103 1 0 14 Oct 2025
SMEC: Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression Biao Zhang Lixin Chen Tong Liu Bo Zheng 120 0 0 14 Oct 2025
Pruning Cannot Hurt Robustness: Certified Trade-offs in Reinforcement Learning James Pedley Benjamin Etheridge Stephen J. Roberts Francesco Quinzan OffRL AAML 109 0 0 14 Oct 2025
Medical Interpretability and Knowledge Maps of Large Language Models Razvan Marinescu Victoria-Elisabeth Gruber Diego Fajardo FAtt AI4MH 222 0 0 13 Oct 2025
FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks Sabrina McCallum Amit Parekh Alessandro Suglia LM&Ro 116 0 0 13 Oct 2025
SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions Ziyi Wang Nan Jiang Guang Lin Qifan Song MQ 197 0 0 10 Oct 2025