SOTAVerified

Sparse Learning

Papers

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Showing 111–120 of 185 papers

TitleStatusHype
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis—0
SuperGF: Unifying Local and Global Features for Visual Localization—0
Super-sparse Learning in Similarity Spaces—0
Surrogate assisted active subspace and active subspace assisted surrogate -- A new paradigm for high dimensional structural reliability analysis—0
SWAG: A Wrapper Method for Sparse Learning—0
Tensor Representation and Manifold Learning Methods for Remote Sensing Images—0
The ART of Transfer Learning: An Adaptive and Robust Pipeline—0
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning—0
Towards Low-Latency Energy-Efficient Deep SNNs via Attention-Guided Compression—0
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach—0
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All datasetsImageNetCINIC-10ImageNet32

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Resnet-50: 80% SparseTop-1 Accuracy77.1—Unverified
2Resnet-50: 90% SparseTop-1 Accuracy76.4—Unverified
3Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy76—Unverified
4Resnet-50: 80% Sparse 100 epochsTop-1 Accuracy75.84—Unverified
5Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy74.5—Unverified
6Resnet-50: 90% Sparse 100 epochsTop-1 Accuracy73.82—Unverified
7MobileNet-v1: 75% SparseTop-1 Accuracy71.9—Unverified
8MobileNet-v1: 90% SparseTop-1 Accuracy68.1—Unverified
9SINDyTop-1 Accuracy6—Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity92.43—Unverified
#ModelMetricClaimedVerifiedStatus
1Resnet18Sparsity93.63—Unverified