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 1876–1900 of 4891 papers

TitleStatusHype
Fast Ridge Regression with Randomized Principal Component Analysis and Gradient Descent—0
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis—0
Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks—0
Fast Screening Algorithm for Rotation and Scale Invariant Template Matching—0
Collaborative Deterministic-Probabilistic Forecasting for Real-World Spatiotemporal Systems—0
A Deep Unrolling Model with Hybrid Optimization Structure for Hyperspectral Image Deconvolution—0
Fall Detection for Industrial Setups Using YOLOv8 Variants—0
FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections—0
FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections—0
Fast Stochastic MPC using Affine Disturbance Feedback Gains Learned Offline—0
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models—0
Coil Sketching for computationally-efficient MR iterative reconstruction—0
Fast TILs -- A Pipeline for Efficient TILs Estimation in Non-Small Cell Lung Cancer—0
Cognitive maps are generative programs—0
Fast Uncertainty Quantification of Spent Nuclear Fuel with Neural Networks—0
Fast Word Error Rate Estimation Using Self-Supervised Representations for Speech and Text—0
Fault Detection and Human Intervention in Vehicle Platooning: A Multi-Model Framework—0
An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method—0
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA—0
A Clustering Method with Graph Maximum Decoding Information—0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks—0
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification—0
Fairness-aware Classification: Criterion, Convexity, and Bounds—0
CodeVision: Detecting LLM-Generated Code Using 2D Token Probability Maps and Vision Models—0
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified