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 2201–2210 of 4891 papers

TitleStatusHype
HandS3C: 3D Hand Mesh Reconstruction with State Space Spatial Channel Attention from RGB images—0
Interpretable Data-driven Anomaly Detection in Industrial Processes with ExIFFI—0
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization—0
Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional Approach—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
Soft Preference Optimization: Aligning Language Models to Expert Distributions—0
Neural Dynamic Data Valuation—0
Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty—0
Online and Offline Robust Multivariate Linear Regression—0
GMC-PINNs: A new general Monte Carlo PINNs method for solving fractional partial differential equations on irregular domains—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified