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 4451–4475 of 4891 papers

TitleStatusHype
Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis—0
Explainable Bayesian Recurrent Neural Smoother to Capture Global State Evolutionary Correlations—0
Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface—0
Exploiting Change Blindness for Video Coding: Perspectives from a Less Promising User Study—0
Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks—0
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction—0
Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR—0
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction—0
Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach—0
Exploring Patterns Behind Sports—0
Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping—0
Exploring Tokenization Methods for Multitrack Sheet Music Generation—0
Exploring Winograd Convolution for Cost-effective Neural Network Fault Tolerance—0
Extended Spherical Geometry Algorithm for Spaceborne SAR Processing in Stripmap and TOPS Imaging Modes—0
Extending Machine Learning-Based Early Sepsis Detection to Different Demographics—0
Extracting and Learning a Dependency-Enhanced Type Lexicon for Dutch—0
Extracting man-made objects from remote sensing images via fast level set evolutions—0
Extracting Optimal Solution Manifolds using Constrained Neural Optimization—0
Extreme Value k-means Clustering—0
Extrinsic Fluctuations in the p53 Cycle—0
Ex uno plures: Splitting One Model into an Ensemble of Subnetworks—0
FacEnhance: Facial Expression Enhancing with Recurrent DDPMs—0
Factorized Asymptotic Bayesian Inference for Latent Feature Models—0
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—0
Fairness-aware Classification: Criterion, Convexity, and Bounds—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified