conftrace_

structured sparsity

89 papers

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Co-occurring keywords

model compression (3302) convex optimization (1321) feature selection (649) dictionary learning (277) sparse optimization (246) neural network pruning (265) large language model (13587) group lasso (64) neural network optimization (1293) weight pruning (57)

Papers

Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021
Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NIPS 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework NIPS 2021
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021
Channel Permutations for N:M Sparsity NIPS 2021
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs NIPS 2021
Discriminative Feature Selection via A Structured Sparse Subspace Learning Module IJCAI 2020
Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity INTERSPEECH 2020
Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO WACV 2020
Learning With Subquadratic Regularization : A Primal-Dual Approach IJCAI 2020
Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020
Semismooth Newton Algorithm for Efficient Projections onto $\ell_1, ∞$-norm Ball ICML 2020
Leading Multi-Agent Teams to Multiple Goals While Maintaining Communication RSS 2020
OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks CVPR 2019
Variational Inference of Penalized Regression with Submodular Functions UAI 2019
Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019
Dependent relevance determination for smooth and structured sparse regression JMLR 2019
A Fast Algorithm for Separated Sparsity via Perturbed Lagrangians AISTATS 2018
Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018
Estimation of Graphical Models through Structured Norm Minimization JMLR 2018
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS 2017