SOTAVerified

Computational Efficiency

Methods and optimizations to reduce the computational resources (e.g., time, memory, or power) needed for training and inference in models. This involves techniques that streamline processing, optimize algorithms, or leverage hardware to enhance performance without compromising accuracy.

Papers

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Showing 1541–1550 of 4891 papers

TitleStatusHype
Fast CapsNet for Lung Cancer ScreeningCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal RecoveryCode0
Efficiently Learning the Graph for Semi-supervised LearningCode0
Fast Counting in Machine Learning ApplicationsCode0
CrowdSplat: Exploring Gaussian Splatting For Crowd RenderingCode0
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin AttackCode0
Statistical Significance of Feature Importance RankingsCode0
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image RegistrationCode0
Fast Decision Boundary based Out-of-Distribution DetectorCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified