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 311–320 of 4891 papers

TitleStatusHype
SIM-Shapley: A Stable and Computationally Efficient Approach to Shapley Value ApproximationCode0
A Social Robot with Inner Speech for Dietary GuidanceCode0
Towards a physically realistic computationally efficient DVS pixel model—0
Non-Conservative Data-driven Safe Control Design for Nonlinear Systems with Polyhedral Safe Sets—0
Mobile Jamming Mitigation in 5G Networks: A MUSIC-Based Adaptive Beamforming Approach—0
JSover: Joint Spectrum Estimation and Multi-Material Decomposition from Single-Energy CT Projections—0
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video—0
Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems—0
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines—0
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified