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 2051–2075 of 4891 papers

TitleStatusHype
EVI-SAM: Robust, Real-time, Tightly-coupled Event-Visual-Inertial State Estimation and 3D Dense Mapping—0
An Initial Seed Selection Algorithm for K-means Clustering of Georeferenced Data to Improve Replicability of Cluster Assignments for Mapping Application—0
A Derivative-free Method for Quantum Perceptron Training in Multi-layered Neural Networks—0
Event-Stream Super Resolution using Sigma-Delta Neural Network—0
Event-Driven Receding Horizon Control for Distributed Estimation in Network Systems—0
An inexact Newton-Krylov algorithm for constrained diffeomorphic image registration—0
Event-based update of synapses in voltage-based learning rules—0
Event-Based Simulation of Stochastic Memristive Devices for Neuromorphic Computing—0
Evaluation of Linear Implicit Quantized State System method for analyzing mission performance of power systems—0
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging—0
An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration—0
A DenseNet Based Approach for Multi-Frame In-Loop Filter in HEVC—0
3D Gaussian Adaptive Reconstruction for Fourier Light-Field Microscopy—0
Doubly Stochastic Adaptive Neighbors Clustering via the Marcus Mapping—0
Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems—0
Evaluating Uncertainties in Electricity Markets via Machine Learning and Quantum Computing—0
Evaluating the Suitability of Different Intraoral Scan Resolutions for Deep Learning-Based Tooth Segmentation—0
Evaluating the Evolution of YOLO (You Only Look Once) Models: A Comprehensive Benchmark Study of YOLO11 and Its Predecessors—0
CIMON: Towards High-quality Hash Codes—0
An Improved Finite Element Modeling Method for Triply Periodic Minimal Surface Structures Based on Element Size and Minimum Jacobian—0
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling—0
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge—0
Evaluating the effectiveness, reliability and efficiency of a multi-objective sequential optimization approach for building performance design—0
Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets—0
ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono—0
Show:102550
← PrevPage 83 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified