conftrace_

sparse neural network

45 papers

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Also known as

SNN

Co-occurring keywords

model compression (3302) neural network pruning (265) network pruning (183) lottery ticket hypothesis (104) neural network optimization (1293) neural network (6616) convolutional neural network (4226) dynamic sparse training (13) model pruning (237) model sparsity (17)

Papers

Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free CVPR 2022
Dynamic Sparse Network for Time Series Classification: Learning What to “See” NIPS 2022
Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022
Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective NIPS 2022
Selfish Sparse RNN Training ICML 2021
Meta-Learning Sparse Implicit Neural Representations NIPS 2021
Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration NIPS 2021
Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner CVPR 2021
PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data ICML 2021
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation EMNLP 2020
Learning Sparse Neural Networks for Better Generalization IJCAI 2020
DARB: A Density-Adaptive Regular-Block Pruning for Deep Neural Networks AAAI 2020
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization CVPR 2020
Rigging the Lottery: Making All Tickets Winners ICML 2020
Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019
Discovering Neural Wirings NIPS 2019
Sparse DNNs with Improved Adversarial Robustness NIPS 2018
Learning sparse neural networks via sensitivity-driven regularization NIPS 2018
Sparsifying Neural Network Connections for Face Recognition CVPR 2016