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 4076–4100 of 4891 papers

TitleStatusHype
Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing—0
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection—0
DefMamba: Deformable Visual State Space Model—0
Deformable Capsules for Object Detection—0
DeGraF-Flow: Extending DeGraF Features for accurate and efficient sparse-to-dense optical flow estimation—0
DehazeGS: Seeing Through Fog with 3D Gaussian Splatting—0
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models—0
Demystifying excessively volatile human learning: A Bayesian persistent prior and a neural approximation—0
Dendritic Computing with Multi-Gate Ferroelectric Field-Effect Transistors—0
Denoising Atmospheric Temperature Measurements Taken by the Mars Science Laboratory on the Martian Surface—0
Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI—0
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition—0
Density Approximation of Affine Jump Diffusions via Closed-Form Moment Matching—0
Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models—0
Dependent Matérn Processes for Multivariate Time Series—0
Deployment Pipeline from Rockpool to Xylo for Edge Computing—0
DepthGAN: GAN-based Depth Generation of Indoor Scenes from Semantic Layouts—0
DER Hosting capacity for distribution networks: definitions, attributes, use-cases and challenges—0
Design Amortization for Bayesian Optimal Experimental Design—0
Design and Experimental Test of Datatic Approximate Optimal Filter in Nonlinear Dynamic Systems—0
Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM—0
Designing a Deep Learning-Driven Resource-Efficient Diagnostic System for Metastatic Breast Cancer: Reducing Long Delays of Clinical Diagnosis and Improving Patient Survival in Developing Countries—0
Design of Restricted Normalizing Flow towards Arbitrary Stochastic Policy with Computational Efficiency—0
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)—0
Detection and Classification of Glioblastoma Brain Tumor—0
Show:102550
← PrevPage 164 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified