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 4576–4600 of 4891 papers

TitleStatusHype
Stochastic Conjugate Gradient Algorithm with Variance ReductionCode0
Sparse Diffusion-Convolutional Neural Networks—0
Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm—0
Lasso Regularization Paths for NARMAX Models via Coordinate DescentCode0
Local-To-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors—0
Sparse Exact PGA on Riemannian Manifolds—0
Image Super-Resolution Using Dense Skip ConnectionsCode0
Low Compute and Fully Parallel Computer Vision With HashMatch—0
A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data—0
Inference in Graphical Models via Semidefinite Programming Hierarchies—0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving—0
DPC-Net: Deep Pose Correction for Visual LocalizationCode0
Roll-back Hamiltonian Monte Carlo—0
Locating 3D Object Proposals: A Depth-Based Online Approach—0
Supervised Dimensionality Reduction for Big DataCode0
Dynamic Tensor Clustering—0
Deep vs. Diverse Architectures for Classification Problems—0
Portfolio Optimization with Entropic Value-at-Risk—0
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism—0
Learning Deep Architectures via Generalized Whitened Neural Networks—0
Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning—0
Attentional Correlation Filter Network for Adaptive Visual TrackingCode0
Fast Screening Algorithm for Rotation and Scale Invariant Template Matching—0
Learning linear structural equation models in polynomial time and sample complexity—0
Discriminative Optimization: Theory and Applications to Computer Vision Problems—0
Show:102550
← PrevPage 184 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified