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 1851–1900 of 4891 papers

TitleStatusHype
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data—0
Fast, High-Quality and Parameter-Efficient Articulatory Synthesis using Differentiable DSP—0
Fast High-Quality Enhanced Imaging Algorithm for Layered Dielectric Targets Based on MMW MIMO-SAR System—0
An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity Decoding—0
A Novel Channel Boosted Residual CNN-Transformer with Regional-Boundary Learning for Breast Cancer Detection—0
Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation—0
Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization—0
Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion—0
Fast and Accurate Image Upscaling With Super-Resolution Forests—0
Collaborative Learning with Different Labeling Functions—0
Fast Learning in Quantitative Finance with Extreme Learning Machine—0
A Novel and Optimal Spectral Method for Permutation Synchronization—0
Advances and Open Challenges in Federated Foundation Models—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
Fast Matching by 2 Lines of Code for Large Scale Face Recognition Systems—0
Fast Maximum Likelihood Estimation and Supervised Classification for the Beta-Liouville Multinomial—0
Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback—0
Fast Algorithms for Quantile Regression with Selection—0
Fast Nonconvex SDP Solvers for Large-scale Power System State Estimation—0
Fast online node labeling with graph subsampling—0
Fast PET reconstruction using Multi-scale Fully Convolutional Neural Networks—0
Collaborative Group Learning—0
Fast-Powerformer: A Memory-Efficient Transformer for Accurate Mid-Term Wind Power Forecasting—0
Fast Quasi-Optimal Power Flow of Flexible DC Traction Power Systems—0
FastRef:Fast Prototype Refinement for Few-Shot Industrial Anomaly Detection—0
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
Show:102550
← PrevPage 38 of 98Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified