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 4301–4325 of 4891 papers

TitleStatusHype
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT ImagesCode0
BAFFLE : Blockchain Based Aggregator Free Federated LearningCode0
Street Crossing Aid Using Light-weight CNNs for the Visually ImpairedCode0
Ensemble Learning Based Convex Approximation of Three-Phase Power Flow—0
Estimation and Applications of Quantile Regression for Binary Longitudinal Data—0
MSSTN: Multi-Scale Spatial Temporal Network for Air Pollution PredictionCode0
Implicit Regularization for Optimal Sparse RecoveryCode0
Fast And Efficient Boolean Matrix Factorization By Geometric Segmentation—0
Road Mapping In LiDAR Images Using A Joint-Task Dense Dilated Convolutions Merging Network—0
Extracting and Learning a Dependency-Enhanced Type Lexicon for Dutch—0
On Learning Disentangled Representations for Gait Recognition—0
Deep learning networks for selection of persistent scatterer pixels in multi-temporal SAR interferometric processing—0
Deep Morphological Neural Networks—0
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction—0
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs—0
Likelihood-Free Overcomplete ICA and Applications in Causal DiscoveryCode0
Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles—0
Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware FusionCode0
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind DeconvolutionCode0
A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion—0
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis—0
Neuromorphic Electronic Systems for Reservoir Computing—0
Region Tracking in an Image Sequence: Preventing Driver Inattention—0
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics—0
Action recognition with spatial-temporal discriminative filter banks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified