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 4626–4650 of 4891 papers

TitleStatusHype
Discriminative Transfer Learning for General Image Restoration—0
Intelligent bidirectional rapidly-exploring random trees for optimal motion planning in complex cluttered environments—0
Inference of epidemiological parameters from household stratified data—0
Efficient PAC Learning from the Crowd—0
Effects of Reactive Social Distancing on the 1918 Influenza Pandemic—0
Continual Learning Through Synaptic IntelligenceCode0
Arbitrary-Oriented Scene Text Detection via Rotation ProposalsCode0
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization—0
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling—0
Finding Statistically Significant Interactions between Continuous Features—0
Selective Video Object Cutout—0
Speckle Reduction with Trained Nonlinear Diffusion Filtering—0
An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network—0
Defect detection for patterned fabric images based on GHOG and low-rank decomposition—0
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses—0
Dual-Tree Wavelet Scattering Network with Parametric Log Transformation for Object Classification—0
A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical ModelsCode0
Multi-feature classifiers for burst detection in single EEG channels from preterm infants—0
Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsCode1
Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection—0
Modelling Competitive Sports: Bradley-Terry-Élő Models for Supervised and On-Line Learning of Paired Competition Outcomes—0
Operationalizing Declarative and Procedural Knowledge: a Benchmark on Logic Programming Petri Nets (LPPNs)—0
A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery—0
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts LayerCode2
A Spatial Interpolation Framework for Efficient Valuation of Large Portfolios of Variable Annuities—0
Show:102550
← PrevPage 186 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified