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 3551–3575 of 4891 papers

TitleStatusHype
Graph Regularized Nonnegative Latent Factor Analysis Model for Temporal Link Prediction in Cryptocurrency Transaction Networks—0
A Screening Strategy for Structured Optimization Involving Nonconvex _q,p Regularization—0
A Real-time Edge-AI System for Reef Surveys—0
Neural Architecture Search on Efficient Transformers and Beyond—0
Distributed Differential Dynamic Programming Architectures for Large-Scale Multi-Agent Control—0
Integrating Statistical and Machine Learning Approaches to Identify Receptive Field Structure in Neural Populations—0
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection—0
Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers—0
Generalized Analysis and Unified Design of EM Skins—0
BIP: Boost Invariant Polynomials for Efficient Jet TaggingCode0
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection—0
Multiscale Causal Structure Learning—0
Action Recognition With Motion Diversification and Dynamic Selection—0
AdamNODEs: When Neural ODE Meets Adaptive Moment EstimationCode0
Safe Drone Flight with Time-Varying Backup Controllers—0
DeepSNR: A deep learning foundation for offline gravitational wave detection—0
Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time—0
ATC-Based Scenario Decomposition Algorithm for Optimal Power Flow of Distribution Networks Considering High Photovoltaic Penetration—0
Style Interleaved Learning for Generalizable Person Re-identificationCode0
Online SuBmodular + SuPermodular (BP) Maximization with Bandit FeedbackCode0
Robust optimal well control using an adaptive multi-grid reinforcement learning frameworkCode0
Careful Seeding for k-Medois Clustering with Incremental k-Means++ Initialization—0
Data-driven synchronization-avoiding algorithms in the explicit distributed structural analysis of soft tissueCode0
Location reference recognition from texts: A survey and comparison—0
Mathematical Foundations of Graph-Based Bayesian Semi-Supervised Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified