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 3726–3750 of 4891 papers

TitleStatusHype
Batch Normalization Sampling—0
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation—0
Bayesian Estimation and Tuning-Free Rank Detection for Probability Mass Function Tensors—0
Bayesian inference for low rank spatiotemporal neural receptive fields—0
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement—0
Bayesian l_0-regularized Least Squares—0
Bayesian Models of Data Streams with Hierarchical Power Priors—0
Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation—0
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces—0
Bayesian Optimal Control of Smoothly Parameterized Systems: The Lazy Posterior Sampling Algorithm—0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
Bayesian Optimization for Hyperparameters Tuning in Neural Networks—0
Bayesian Patchworks: An Approach to Case-Based Reasoning—0
Bayesian Probabilistic Matrix Factorization—0
Bayesian Quantum Neural Network for Renewable-Rich Power Flow with Training Efficiency and Generalization Capability Improvements—0
Bayesian Sequential Stacking Algorithm for Concurrently Designing Molecules and Synthetic Reaction Networks—0
Bayesian Spatial Field Reconstruction with Unknown Distortions in Sensor Networks—0
Bayesian Structural Model Updating with Multimodal Variational Autoencoder—0
Bayesian Structure Learning by Recursive Bootstrap—0
Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval—0
BCSSN: Bi-direction Compact Spatial Separable Network for Collision Avoidance in Autonomous Driving—0
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data—0
Bee-yond the Plateau: Training QNNs with Swarm Algorithms—0
Benchmark Evaluation of Image Fusion algorithms for Smartphone Camera Capture—0
Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors—0
Show:102550
← PrevPage 150 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified