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 2201–2225 of 4891 papers

TitleStatusHype
MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving—0
HandS3C: 3D Hand Mesh Reconstruction with State Space Spatial Channel Attention from RGB images—0
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization—0
Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the Bayes Codes for Context Tree Models—0
Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional Approach—0
Soft Preference Optimization: Aligning Language Models to Expert Distributions—0
Neural Dynamic Data Valuation—0
Online and Offline Robust Multivariate Linear Regression—0
Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty—0
GMC-PINNs: A new general Monte Carlo PINNs method for solving fractional partial differential equations on irregular domains—0
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language ProcessingCode3
SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications—0
Landmark Alternating Diffusion—0
Spectral-Spatial Mamba for Hyperspectral Image ClassificationCode1
Open-Source Drift Detection Tools in Action: Insights from Two Use Cases—0
Enhancing Computational Efficiency in Multiscale Systems Using Deep Learning of Coordinates and Flow Maps—0
Implicit Generative Prior for Bayesian Neural NetworksCode0
One-Shot Image Restoration—0
Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing—0
Latent Modulated Function for Computational Optimal Continuous Image RepresentationCode2
Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting—0
ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction—0
Detection of circular permutations by Protein Language ModelsCode0
Advances and Open Challenges in Federated Foundation Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified