conftrace_

sparse training

77 papers

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Co-occurring keywords

model compression (3302) neural network pruning (265) lottery ticket hypothesis (104) network pruning (183) neural network optimization (1293) neural network (6616) vision transformer (1106) training acceleration (33) model pruning (237) edge computing (210)

Papers

Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability ICML 2023
Dynamic Sparsity Is Channel-Level Sparsity Learner NIPS 2023
BayesTune: Bayesian Sparse Deep Model Fine-tuning NIPS 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks AAAI 2023
Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint JMLR 2023
Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023
Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge ICML 2023
Data Level Lottery Ticket Hypothesis for Vision Transformers IJCAI 2023
SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022
DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NIPS 2022
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks NIPS 2022
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022
Spartan: Differentiable Sparsity via Regularized Transportation NIPS 2022
Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022
Recent Advances on Neural Network Pruning at Initialization IJCAI 2022
SparCL: Sparse Continual Learning on the Edge NIPS 2022
Get More at Once: Alternating Sparse Training with Gradient Correction NIPS 2022
Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training NIPS 2022
Where to Pay Attention in Sparse Training for Feature Selection? NIPS 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022