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

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Showing 1851–1860 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
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
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified