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 1501–1550 of 4891 papers

TitleStatusHype
P^2-GAN: Efficient Style Transfer Using Single Style ImageCode0
Filtered Markovian Projection: Dimensionality Reduction in Filtering for Stochastic Reaction NetworksCode0
A Spatially-Aware Multiple Instance Learning Framework for Digital PathologyCode0
Few-Shot Image-to-Semantics Translation for Policy Transfer in Reinforcement LearningCode0
FinNet: Solving Time-Independent Differential Equations with Finite Difference Neural NetworkCode0
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier SeriesCode0
Bi-fidelity Variational Auto-encoder for Uncertainty QuantificationCode0
Federated Learning with Reservoir State Analysis for Time Series Anomaly DetectionCode0
Federated Learning for Time-Series Healthcare Sensing with Incomplete ModalitiesCode0
Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational EfficiencyCode0
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNsCode0
Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained ModelsCode0
Features extraction and reduction techniques with optimized SVM for Persian/Arabic handwritten digits recognitionCode0
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data StreamsCode0
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPICode0
A Social Robot with Inner Speech for Dietary GuidanceCode0
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS DemosaicingCode0
Feed-Forward Optimization With Delayed Feedback for Neural NetworksCode0
Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signalingCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural NetworkCode0
pLDDT-Predictor: High-speed Protein Screening Using Transformer and ESM2Code0
A simple yet effective baseline for non-attributed graph classificationCode0
Fast Multi-grid Methods for Minimizing Curvature EnergyCode0
Polarity is all you need to learn and transfer fasterCode0
FastNetCode0
FastLexRank: Efficient Lexical Ranking for Structuring Social Media PostsCode0
A Bootstrap-based Method for Testing Network SimilarityCode0
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network OptimizationCode0
Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and ApplicationsCode0
BIP: Boost Invariant Polynomials for Efficient Jet TaggingCode0
Efficient Kernel UCB for Contextual BanditsCode0
Fast Fair Regression via Efficient Approximations of Mutual InformationCode0
Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature SharingCode0
Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methodsCode0
FDAPT: Federated Domain-adaptive Pre-training for Language ModelsCode0
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient NoiseCode0
Functional Autoencoder for Smoothing and Representation LearningCode0
Fast CapsNet for Lung Cancer ScreeningCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal RecoveryCode0
Efficiently Learning the Graph for Semi-supervised LearningCode0
Fast Counting in Machine Learning ApplicationsCode0
CrowdSplat: Exploring Gaussian Splatting For Crowd RenderingCode0
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin AttackCode0
Statistical Significance of Feature Importance RankingsCode0
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image RegistrationCode0
Fast Decision Boundary based Out-of-Distribution DetectorCode0
Show:102550
← PrevPage 31 of 98Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified