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

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Showing 3751–3800 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
Noise-Blind Image Deblurring—0
Noise Reduction and Driving Event Extraction Method for Performance Improvement on Driving Noise-based Surface Anomaly Detection—0
Non-Conservative Data-driven Safe Control Design for Nonlinear Systems with Polyhedral Safe Sets—0
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data—0
Nonconvex Linear System Identification with Minimal State Representation—0
Nonconvex Robust High-Order Tensor Completion Using Randomized Low-Rank Approximation—0
Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets—0
Non-Intrusive Load Monitoring with Fully Convolutional Networks—0
Non-Iterative Blind Calibration of Nested Arrays with Asymptotically Optimal Weighting—0
Nonlinear Approximation via Compositions—0
Nonlinear energy-preserving model reduction with lifting transformations that quadratize the energy—0
Nonlinear subspace clustering by functional link neural networks—0
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications—0
Nonparametric Conditional Density Estimation In A Deep Learning Framework For Short-Term Forecasting—0
Nonparametric mixed logit model with market-level parameters estimated from market share data—0
Nonparametric Feature Selection by Random Forests and Deep Neural Networks—0
Non-separable Covariance Kernels for Spatiotemporal Gaussian Processes based on a Hybrid Spectral Method and the Harmonic Oscillator—0
Non-Uniform Class-Wise Coreset Selection: Characterizing Category Difficulty for Data-Efficient Transfer Learning—0
Nonuniform Defocus Removal for Image Classification—0
NoT: Federated Unlearning via Weight Negation—0
Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors—0
A Novel Mobility Model to Support the Routing of Mobile Energy Resources—0
Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations—0
NSF: Neural Surface Fields for Human Modeling from Monocular Depth—0
Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified