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 3626–3650 of 4891 papers

TitleStatusHype
A Scalable k-Medoids Clustering via Whale Optimization Algorithm—0
A Screening Strategy for Structured Optimization Involving Nonconvex _q,p Regularization—0
A Secure Estimator with Gaussian Bernoulli Mixture Model—0
A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning—0
A Self-supervised Pressure Map human keypoint Detection Approch: Optimizing Generalization and Computational Efficiency Across Datasets—0
A Semi-Lagrangian two-level preconditioned Newton-Krylov solver for constrained diffeomorphic image registration—0
A Sensorimotor Vision Transformer—0
A Shallow High-Order Parametric Approach to Data Visualization and Compression—0
A Short-Term Predict-Then-Cluster Framework for Meal Delivery Services—0
A Signal Matrix-Based Local Flaw Detection Framework for Steel Wire Ropes Using Convolutional Neural Networks—0
A Simple Baseline with Single-encoder for Referring Image Segmentation—0
A Simple Strategy to Provable Invariance via Orbit Mapping—0
A Simple Unified Information Regularization Framework for Multi-Source Domain Adaptation—0
A Single Shot Text Detector with Scale-adaptive Anchors—0
A Sparse Expansion For Deep Gaussian Processes—0
A Spatial-Domain Coordinated Control Method for CAVs at Unsignalized Intersections Considering Motion Uncertainty—0
A Spatial Interpolation Framework for Efficient Valuation of Large Portfolios of Variable Annuities—0
A Spatio-temporal Decomposition Method for the Coordinated Economic Dispatch of Integrated Transmission and Distribution Grids—0
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning—0
Assessing Tenstorrent's RISC-V MatMul Acceleration Capabilities—0
A Statistical Learning Approach to Reactive Power Control in Distribution Systems—0
A Statistical Perspective on Algorithmic Leveraging—0
A strictly predefined-time convergent and anti-noise fractional-order zeroing neural network for solving time-variant quadratic programming in kinematic robot control—0
Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks—0
A study on the efficacy of model pre-training in developing neural text-to-speech system—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified