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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1551–1560 of 4891 papers

TitleStatusHype
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin AttackCode0
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal RecoveryCode0
Fast CapsNet for Lung Cancer ScreeningCode0
Fast Fair Regression via Efficient Approximations of Mutual InformationCode0
Cross Language Soccer Framework: An Open Source Framework for the RoboCup 2D Soccer SimulationCode0
Quantum-inspired canonical correlation analysis for exponentially large dimensional dataCode0
Agentic AI for Behavior-Driven Development Testing Using Large Language ModelsCode0
FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing NetworkCode0
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting OperationCode0
Cross-Context Backdoor Attacks against Graph Prompt LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified