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 2051–2100 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
An improved chromosome formulation for genetic algorithms applied to variable selection with the inclusion of interaction terms—0
Evaluating Data Influence in Meta Learning—0
Evaluating a Novel Neuroevolution and Neural Architecture Search System—0
Ethics and Technical Aspects of Generative AI Models in Digital Content Creation—0
CHIRRUP: a practical algorithm for unsourced multiple access—0
Estimation of Parameters for an Archetypal Model of Cardiomyocyte Membrane Potentials—0
Estimation of Number of Communities in Assortative Sparse Networks—0
Estimation and Applications of Quantile Regression for Binary Longitudinal Data—0
Characterizing the Evasion Attackability of Multi-label Classifiers—0
Anharmonic Raman spectra simulation of crystals from deep neural networks—0
A Chaining Algorithm for Online Nonparametric Regression—0
Error Analysis of Generalized Nyström Kernel Regression—0
Characteristic Neural Ordinary Differential Equations—0
EROAM: Event-based Camera Rotational Odometry and Mapping in Real-time—0
ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training—0
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network—0
Ergodic Inference: Accelerate Convergence by Optimisation—0
ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency—0
Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection—0
An FPGA-Based Accelerator Enabling Efficient Support for CNNs with Arbitrary Kernel Sizes—0
Equivariant Transformers for Neural Network based Molecular Potentials—0
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection—0
Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine—0
An Extended Kalman Filter Integrated Latent Feature Model on Dynamic Weighted Directed Graphs—0
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified