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 851–875 of 4891 papers

TitleStatusHype
Inferring directed spectral information flow between mixed-frequency time seriesCode0
Inner and Inter Label Propagation: Salient Object Detection in the WildCode0
Improving Variational Auto-Encoders using Householder FlowCode0
A parametric framework for kernel-based dynamic mode decomposition using deep learningCode0
Incorporating brain-inspired mechanisms for multimodal learning in artificial intelligenceCode0
Innovative LSGTime Model for Crime Spatiotemporal Prediction Based on MindSpore FrameworkCode0
Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen BindingCode0
Improving (α, f)-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distanceCode0
Improving Generalization of Medical Image Registration Foundation ModelCode0
Implicit Regularization for Optimal Sparse RecoveryCode0
Implicit and Parametric Avatar Pose and Shape Estimation From a Single Frontal Image of a Clothed HumanCode0
Implicit Generative Prior for Bayesian Neural NetworksCode0
Improving Hyper-Relational Knowledge Graph CompletionCode0
Identification of stormwater control strategies and their associated uncertainties using Bayesian OptimizationCode0
IHNet: Iterative Hierarchical Network Guided by High-Resolution Estimated Information for Scene Flow EstimationCode0
ICLabel: An automated electroencephalographic independent component classifier, dataset, and websiteCode0
A Comparative Study of Efficient Initialization Methods for the K-Means Clustering AlgorithmCode0
Model Input-Output Configuration Search with Embedded Feature Selection for Sensor Time-series and Image ClassificationCode0
Image Classification with CondenseNeXt for ARM-Based Computing PlatformsCode0
Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single CameraCode0
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind DeconvolutionCode0
Multi-head Spatial-Spectral Mamba for Hyperspectral Image ClassificationCode0
ICE-BA: Incremental, Consistent and Efficient Bundle Adjustment for Visual-Inertial SLAMCode0
Image Super-Resolution Using Dense Skip ConnectionsCode0
Improving Korean NLP Tasks with Linguistically Informed Subword Tokenization and Sub-character DecompositionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified