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 3676–3700 of 4891 papers

TitleStatusHype
Formulations and Approximations of the Branch Flow Model for Mesh Power Networks—0
An Efficient and Scalable Collection of Fly-inspired Voting Units for Visual Place Recognition in Changing Environments—0
Improved optimization strategies for deep Multi-Task Networks—0
Stochastic MPC with Multi-modal Predictions for Traffic Intersections—0
Fast TreeSHAP: Accelerating SHAP Value Computation for TreesCode1
AI Accelerator Survey and TrendsCode1
LOF: Structure-Aware Line Tracking based on Optical Flow—0
Deep Learning based Model-free Robust Load Restoration to Enhance Bulk System Resilience with Wind Power Penetration—0
Gaussian Moments as Physically Inspired Molecular Descriptors for Accurate and Scalable Machine Learning Potentials—0
An MRC Framework for Semantic Role LabelingCode1
Towards a variational Jordan-Lee-Preskill quantum algorithm—0
Adaptive Few-Shot Learning PoC Ultrasound COVID-19 Diagnostic System—0
Robust Predictable Control—0
Near-Field Millimeter-Wave Imaging via Arrays in the Shape of Polyline—0
Voxel Transformer for 3D Object DetectionCode1
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated LearningCode0
Efficient Action Recognition Using Confidence Distillation—0
Cross-token Modeling with Conditional Computation—0
A review of Quantum Neural Networks: Methods, Models, Dilemma—0
Domain-Specific Japanese ELECTRA Model Using a Small Corpus—0
Backstepping Mean-Field Density Control for Large-Scale Heterogeneous Nonlinear Stochastic Systems—0
Feature Analysis for Machine Learning-based IoT Intrusion Detection—0
Stochastic Optimal Operation of the VSC-MTDC System with FACTS Devices to Integrate Wind Power—0
CMML: Contextual Modulation Meta Learning for Cold-Start RecommendationCode0
Flikcer -- A Chrome Extension to Resolve Online Epileptogenic Visual Content with Real-Time Luminance Frequency Analysis—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified