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 3176–3200 of 4891 papers

TitleStatusHype
Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the Bayes Codes for Context Tree Models—0
Variational Hamiltonian Monte Carlo via Score Matching—0
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness—0
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms—0
Verification of Neural Network Control Systems using Symbolic Zonotopes and Polynotopes—0
VHU-Net: Variational Hadamard U-Net for Body MRI Bias Field Correction—0
Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation—0
Video-based Surgical Skill Assessment using Tree-based Gaussian Process Classifier—0
Video Dataset Condensation with Diffusion Models—0
Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms—0
Video Frame Interpolation with Many-to-many Splatting and Spatial Selective Refinement—0
VideoLCM: Video Latent Consistency Model—0
VideoPDE: Unified Generative PDE Solving via Video Inpainting Diffusion Models—0
VidLPRO: A Video-Language Pre-training Framework for Robotic and Laparoscopic Surgery—0
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains—0
VINNAS: Variational Inference-based Neural Network Architecture Search—0
Vision-Based Road Detection using Contextual Blocks—0
Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans—0
VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network—0
Visualizing Skiers' Trajectories in Monocular Videos—0
Visual Loop Closure Detection Through Deep Graph Consensus—0
Visual Perception Model for Rapid and Adaptive Low-light Image Enhancement—0
Viz: A QLoRA-based Copyright Marketplace for Legally Compliant Generative AI—0
VLM-RL: A Unified Vision Language Models and Reinforcement Learning Framework for Safe Autonomous Driving—0
VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified