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 3701–3750 of 4891 papers

TitleStatusHype
Multimodal Topic Learning for Video Recommendation—0
Multi-objective beetle antennae search algorithm—0
Multi-Objective System-by-Design for mm-Wave Automotive Radar Antennas—0
Multi-Order Wavelet Derivative Transform for Deep Time Series Forecasting—0
Multiphase flow prediction with deep neural networks—0
Multi-Resolution Planar Region Extraction for Uneven Terrains—0
Multi-Resolution Subspace-Based Optimization Method for the Retrieval of 2D Perfect Electric Conductors—0
Multi-Robot Task Allocation for Homogeneous Tasks with Collision Avoidance via Spatial Clustering—0
Multiscale Adaptive Representation of Signals: I. The Basic Framework—0
Multiscale Causal Structure Learning—0
Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding—0
Multi-scale Graph Convolutional Networks with Self-Attention—0
Multiscale lubrication simulation based on fourier feature networks with trainable frequency—0
Multi-scale Octave Convolutions for Robust Speech Recognition—0
Multi-scale Unified Network for Image Classification—0
Multi-stage Deep Learning Artifact Reduction for Pallel-beam Computed Tomography—0
Multi-start Optimization Method via Scalarization based on Target Point-based Tchebycheff Distance for Multi-objective Optimization—0
Multi-Step Deep Koopman Network (MDK-Net) for Vehicle Control in Frenet Frame—0
Multi-target regression via output space quantization—0
Multitask Learning via Shared Features: Algorithms and Hardness—0
Multi-task nonparallel support vector machine for classification—0
Multivariate Time Series Forecasting with Latent Graph Inference—0
Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach—0
Multi-view learning for automatic classification of multi-wavelength auroral images—0
Music Consistency Models—0
Musical Rhythm Transcription Based on Bayesian Piece-Specific Score Models Capturing Repetitions—0
Mutual Guidance and Residual Integration for Image Enhancement—0
MVSBoost: An Efficient Point Cloud-based 3D Reconstruction—0
Near-Field Millimeter-Wave Imaging via Arrays in the Shape of Polyline—0
Near-Field MIMO-ISAR Millimeter-Wave Imaging—0
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors—0
Near Optimal Best Arm Identification for Clustered Bandits—0
Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control—0
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling—0
NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials—0
Nested-block self-attention for robust radiotherapy planning segmentation—0
Nested Control Co-design of a Spar Buoy Horizontal-axis Floating Offshore Wind Turbine—0
Network Inversion of Binarised Neural Nets—0
Net-Zero: A Comparative Study on Neural Network Design for Climate-Economic PDEs Under Uncertainty—0
Neural Architecture Optimization with Graph VAE—0
Neural Architecture Search on Efficient Transformers and Beyond—0
Neural ATTF: A Scalable Solution to Lifelong Multi-Agent Path Planning—0
Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems—0
Neural Configuration-Space Barriers for Manipulation Planning and Control—0
Neural Dynamic Data Valuation—0
Neural Graph Simulator for Complex Systems—0
Neural Horizon Model Predictive Control -- Increasing Computational Efficiency with Neural Networks—0
Neural Implicit Solution Formula for Efficiently Solving Hamilton-Jacobi Equations—0
Neural information coding for efficient spike-based image denoising—0
Neural-Inspired Advances in Integral Cryptanalysis—0
Show:102550
← PrevPage 75 of 98Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified