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 1526–1550 of 4891 papers

TitleStatusHype
FastNetCode0
FastLexRank: Efficient Lexical Ranking for Structuring Social Media PostsCode0
A Bootstrap-based Method for Testing Network SimilarityCode0
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network OptimizationCode0
Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and ApplicationsCode0
BIP: Boost Invariant Polynomials for Efficient Jet TaggingCode0
Efficient Kernel UCB for Contextual BanditsCode0
Fast Fair Regression via Efficient Approximations of Mutual InformationCode0
Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature SharingCode0
Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methodsCode0
FDAPT: Federated Domain-adaptive Pre-training for Language ModelsCode0
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient NoiseCode0
Functional Autoencoder for Smoothing and Representation LearningCode0
Fast CapsNet for Lung Cancer ScreeningCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal RecoveryCode0
Efficiently Learning the Graph for Semi-supervised LearningCode0
Fast Counting in Machine Learning ApplicationsCode0
CrowdSplat: Exploring Gaussian Splatting For Crowd RenderingCode0
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin AttackCode0
Statistical Significance of Feature Importance RankingsCode0
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image RegistrationCode0
Fast Decision Boundary based Out-of-Distribution DetectorCode0
Show:102550
← PrevPage 62 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified