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 3301–3325 of 4891 papers

TitleStatusHype
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models—0
Is Class-Incremental Enough for Continual Learning?—0
Is feature selection secure against training data poisoning?—0
Islanding Strategy for Smart Grids Oriented to Resilience Enhancement and Its Power Supply Range Optimization—0
Isogeometric Analysis for the Pricing of Financial Derivatives with Nonlinear Models: Convertible Bonds and Options—0
Isotonic regression with unknown permutations: Statistics, computation, and adaptation—0
Is Temporal Prompting All We Need For Limited Labeled Action Recognition?—0
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting—0
Is the space complexity of planted clique recovery the same as that of detection?—0
Iterative Subsampling in Solution Path Clustering of Noisy Big Data—0
ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset—0
ITVTON:Virtual Try-On Diffusion Transformer Model Based on Integrated Image and Text—0
Jaya R Package -- A Parameter-Free Solution for Advanced Single and Multi-Objective Optimization—0
Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification—0
Joint Design of Radar Receive Filter and Unimodular ISAC Waveform with Sidelobe Level Control—0
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression—0
Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient—0
Joint Network Topology Inference via Structured Fusion Regularization—0
Joint Semantic Transfer Network for IoT Intrusion Detection—0
Joint Speech Translation and Named Entity Recognition—0
Joint System Modeling Approach for Fault Simulation of Start-er/Generator and Gas Generator in All-Electric APU—0
Joint User Association and Bandwidth Assignment for Digital Twin-Assisted Multi-RAT Networks—0
Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning—0
Jorge: Approximate Preconditioning for GPU-efficient Second-order Optimization—0
JSover: Joint Spectrum Estimation and Multi-Material Decomposition from Single-Energy CT Projections—0
Show:102550
← PrevPage 133 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified