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 2476–2500 of 4891 papers

TitleStatusHype
Randomly Initialized One-Layer Neural Networks Make Data Linearly Separable—0
Random Projection Neural Networks of Best Approximation: Convergence theory and practical applications—0
Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis—0
RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss—0
Ranking Preserving Hashing for Fast Similarity Search—0
RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank—0
Rapid Parameter Estimation for Extreme Mass Ratio Inspirals Using Machine Learning—0
RAPID: Robust APT Detection and Investigation Using Context-Aware Deep Learning—0
ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for Improved Performance and Computational Efficiency—0
Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach—0
Real-time 2D/3D Registration via CNN Regression—0
Real-Time Adaptive Safety-Critical Control with Gaussian Processes in High-Order Uncertain Models—0
Real-time decision-making for autonomous vehicles under faults—0
Dispatchable Region for Active Distribution Networks Using Approximate Second-Order Cone Relaxation—0
Real-Time Energy-Optimal Path Planning for Electric Vehicles—0
Real-time hybrid controls of energy storage and load shedding for integrated power and energy systems of ships—0
Real-time Local Feature with Global Visual Information Enhancement—0
Real-time Monitoring of Lower Limb Movement Resistance Based on Deep Learning—0
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder—0
Real-time Traffic Simulation and Management for Large-scale Urban Air Mobility: Integrating Route Guidance and Collision Avoidance—0
Reconciling "priors" & "priors" without prejudice?—0
Reconfigurable Intelligent Surface-Enabled Gridless DoA Estimation System for NLoS Scenarios—0
Reconstructing Neural Parameters and Synapses of arbitrary interconnected Neurons from their Simulated Spiking Activity—0
Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning—0
Recovering Unobserved Network Links from Aggregated Relational Data: Discussions on Bayesian Latent Surface Modeling and Penalized Regression—0
Show:102550
← PrevPage 100 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified