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 1061–1070 of 4891 papers

TitleStatusHype
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation—0
SIM-Shapley: A Stable and Computationally Efficient Approach to Shapley Value ApproximationCode0
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne PerspectiveCode0
The Quadrature Gaussian Sum Filter and Smoother for Wiener Systems—0
LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models—0
PWC-MoE: Privacy-Aware Wireless Collaborative Mixture of Experts—0
A Social Robot with Inner Speech for Dietary GuidanceCode0
Monte Carlo Beam Search for Actor-Critic Reinforcement Learning in Continuous Control—0
Solving Nonlinear PDEs with Sparse Radial Basis Function Networks—0
Non-Conservative Data-driven Safe Control Design for Nonlinear Systems with Polyhedral Safe Sets—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified