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 1851–1875 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 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 ALS-based tensor factorization for context-aware recommendation from implicit feedback—0
Fast Algorithms for Quantile Regression with Selection—0
Collaborative Group Learning—0
Fast Learning in Quantitative Finance with Extreme Learning Machine—0
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis—0
Collaborative Deterministic-Probabilistic Forecasting for Real-World Spatiotemporal Systems—0
A Deep Unrolling Model with Hybrid Optimization Structure for Hyperspectral Image Deconvolution—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
Fall Detection for Industrial Setups Using YOLOv8 Variants—0
FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections—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
FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections—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
Coil Sketching for computationally-efficient MR iterative reconstruction—0
Show:102550
← PrevPage 75 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified