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 3751–3775 of 4891 papers

TitleStatusHype
NeurAll: Towards a Unified Visual Perception Model for Automated Driving—0
Neural network based control of unknown nonlinear systems via contraction analysis—0
Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes—0
Neural network-enhanced integrators for simulating ordinary differential equations—0
Neural Open Information Extraction—0
Neural Parameter Regression for Explicit Representations of PDE Solution Operators—0
Neural Theorem Provers Delineating Search Area Using RNN—0
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces—0
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design—0
NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis—0
NeurLZ: An Online Neural Learning-Based Method to Enhance Scientific Lossy Compression—0
Neuromorphic Digital-Twin-based Controller for Indoor Multi-UAV Systems Deployment—0
Neuromorphic Electronic Systems for Reservoir Computing—0
Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media—0
Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous—0
Neuromorphic Spintronics—0
NeuroPAL: Punctuated Anytime Learning with Neuroevolution for Macromanagement in Starcraft: Brood War—0
NeuroSleepNet: A Multi-Head Self-Attention Based Automatic Sleep Scoring Scheme with Spatial and Multi-Scale Temporal Representation Learning—0
New keypoint-based approach for recognising British Sign Language (BSL) from sequences—0
New Routes to Phylogeography—0
Next-Best-Trajectory Planning of Robot Manipulators for Effective Observation and Exploration—0
NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding—0
NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks—0
Centrality-Based Node Feature Augmentation for Robust Network Alignment—0
Node Similarities under Random Projections: Limits and Pathological Cases—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified