SOTAVerified

Sparse Learning

Papers

Showing 7180 of 185 papers

TitleStatusHype
Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations0
SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications0
Infinite-Dimensional Sparse Learning in Linear System Identification0
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention0
Analysis of Generalized Bregman Surrogate Algorithms for Nonsmooth Nonconvex Statistical Learning0
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention0
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse LearningCode0
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation0
High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data0
Towards Low-Latency Energy-Efficient Deep SNNs via Attention-Guided Compression0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Resnet-50: 80% SparseTop-1 Accuracy77.1Unverified
2Resnet-50: 90% SparseTop-1 Accuracy76.4Unverified
3Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy76Unverified
4Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy75.84Unverified
5Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy74.5Unverified
6Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy73.82Unverified
7MobileNet-v1: 75% SparseTop-1 Accuracy71.9Unverified
8MobileNet-v1: 90% SparseTop-1 Accuracy68.1Unverified
9SINDyTop-1 Accuracy6Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity92.43Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity93.63Unverified