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 1026–1050 of 4891 papers

TitleStatusHype
CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems—0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed—0
TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion—0
Anomaly Detection with Tensor Networks—0
Deep vs. Diverse Architectures for Classification Problems—0
CNN Mixture-of-Depths—0
Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications—0
Defect detection for patterned fabric images based on GHOG and low-rank decomposition—0
CluStRE: Streaming Graph Clustering with Multi-Stage Refinement—0
Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation—0
Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics—0
Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images—0
An MRC Framework for Semantic Role Labeling—0
ADMM Algorithms for Residual Network Training: Convergence Analysis and Parallel Implementation—0
Deep Unsupervised Hashing by Distilled Smooth Guidance—0
3D Gaussian Inverse Rendering with Approximated Global Illumination—0
Action recognition with spatial-temporal discriminative filter banks—0
Deep Video Demoireing via Compact Invertible Dyadic Decomposition—0
DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions—0
Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing—0
Closed-form Filtering for Non-linear Systems—0
An Interface Method for Co-simulation of EMT Model and Shifted Frequency EMT Model Based on Rotational Invariance Techniques—0
CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT under Uneven Illumination—0
Clifford Circuits can be Properly PAC Learned if and only if RP=NP—0
An Integrated Artificial Intelligence Operating System for Advanced Low-Altitude Aviation Applications—0
Show:102550
← PrevPage 42 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified