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 2751–2775 of 4891 papers

TitleStatusHype
Majority Kernels: An Approach to Leverage Big Model Dynamics for Efficient Small Model Training—0
Simulating biochemical reactions: The Linear Noise Approximation can capture non-linear dynamics—0
Simultaneous Optimal System and Controller Design for Multibody Systems with Joint Friction using Direct Sensitivities—0
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors—0
Simultaneous Sampling and Multi-Structure Fitting with Adaptive Reversible Jump MCMC—0
Simultaneous Segmentation of Ventricles and Normal/Abnormal White Matter Hyperintensities in Clinical MRI using Deep Learning—0
SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning—0
Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery—0
Single Cell Training on Architecture Search for Image Denoising—0
Single Image Dehazing Using Scene Depth Ordering—0
Single-level Robust Bidding of Renewable-only Virtual Power Plant in Energy and Ancillary Service Markets for Worst-case Profit—0
Singleshot : a scalable Tucker tensor decomposition—0
Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models—0
Sinusoidal Parameter Estimation from Signed Measurements via Majorization-Minimization Based RELAX—0
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN)—0
Sketch and Validate for Big Data Clustering—0
TMHOI: Translational Model for Human-Object Interaction Detection—0
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation—0
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images—0
Slimming Down LLMs Without Losing Their Minds—0
Slim U-Net: Efficient Anatomical Feature Preserving U-net Architecture for Ultrasound Image Segmentation—0
Small Vision-Language Models: A Survey on Compact Architectures and Techniques—0
Smart Forgetting for Safe Online Learning with Gaussian Processes—0
Smart Interference Management xApp using Deep Reinforcement Learning—0
Smart machines and the SP theory of intelligence—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified