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 1501–1525 of 4891 papers

TitleStatusHype
Efficient CNNs via Passive Filter Pruning—0
Efficient Computation of Relative Pose for Multi-Camera Systems—0
DLCM: a versatile multi-level solver for heterogeneous multicellular systems—0
Backup Plan Constrained Model Predictive Control—0
Adaptive and oblivious statistical adversaries are equivalent—0
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition—0
Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm—0
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms—0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning—0
Efficient Degradation-aware Any Image Restoration—0
Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning—0
Efficient Detector Adaptation for Object Detection in a Video—0
Efficient Diffusion Models for Vision: A Survey—0
Efficient Distance Metric Learning by Adaptive Sampling and Mini-Batch Stochastic Gradient Descent (SGD)—0
Efficient Dual-Blind Deconvolution for Joint Radar-Communication Systems Using ADMM: Enhancing Channel Estimation and Signal Recovery in 5G mmWave Networks—0
Efficient dual-scale generalized Radon-Fourier transform detector family for long time coherent integration—0
Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation—0
Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator—0
Backstepping Mean-Field Density Control for Large-Scale Heterogeneous Nonlinear Stochastic Systems—0
An Effective End-to-End Solution for Multimodal Action Recognition—0
Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon—0
Efficient Ensembles Improve Training Data Attribution—0
Bio-Inspired Classification: Combining Information Theory and Spiking Neural Networks -- Influence of the Learning Rules—0
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models—0
Diverse super-resolution with pretrained deep hiererarchical VAEs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified