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 1101–1125 of 4891 papers

TitleStatusHype
Certifiably Robust Interpretation via Renyi Differential Privacy—0
Cerebral cortical communication overshadows computational energy-use, but these combine to predict synapse number—0
A Deep Learning Algorithm for High-Dimensional Exploratory Item Factor Analysis—0
Joint Location and Velocity Estimation and Fundamental CRLB Analysis for Cell-Free MIMO-ISAC—0
A New Statistical Framework for Genetic Pleiotropic Analysis of High Dimensional Phenotype Data—0
Accurate Hand Keypoint Localization on Mobile Devices—0
Diffusion Models in 3D Vision: A Survey—0
CD-ROM: Complemented Deep-Reduced Order Model—0
CCSNet: a deep learning modeling suite for CO_2 storage—0
A new robust feature selection method using variance-based sensitivity analysis—0
A New Proof for the Linear Filtering and Smoothing Equations, and Asymptotic Expansion of Nonlinear Filtering—0
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model—0
A Deep-Genetic Algorithm (Deep-GA) Approach for High-Dimensional Nonlinear Parabolic Partial Differential Equations—0
Accurate and scalable exchange-correlation with deep learning—0
CausalX: Causal Explanations and Block Multilinear Factor Analysis—0
A New Parallel Adaptive Clustering and its Application to Streaming Data—0
Causal Inference based Transfer Learning with LLMs: An Efficient Framework for Industrial RUL Prediction—0
Causal Generative Domain Adaptation Networks—0
A new graph-based surrogate model for rapid prediction of crashworthiness performance of vehicle panel components—0
A Deeper Look at 3D Shape Classifiers—0
Diffusion Models for High-Resolution Solar Forecasts—0
Digital twin-assisted three-dimensional electrical capacitance tomography for multiphase flow imaging—0
Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform—0
Discriminative Optimization: Theory and Applications to Point Cloud Registration—0
A deep convolutional neural network model for rapid prediction of fluvial flood inundation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified