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 3826–3850 of 4891 papers

TitleStatusHype
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model—0
CCSNet: a deep learning modeling suite for CO_2 storage—0
CD-ROM: Complemented Deep-Reduced Order Model—0
Joint Location and Velocity Estimation and Fundamental CRLB Analysis for Cell-Free MIMO-ISAC—0
Cerebral cortical communication overshadows computational energy-use, but these combine to predict synapse number—0
Certifiably Robust Interpretation via Renyi Differential Privacy—0
CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities—0
CFARNet: Learning-Based High-Resolution Multi-Target Detection for Rainbow Beam Radar—0
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection—0
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection—0
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection—0
Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection—0
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network—0
Characteristic Neural Ordinary Differential Equations—0
Characterizing the Evasion Attackability of Multi-label Classifiers—0
CHIRRUP: a practical algorithm for unsourced multiple access—0
ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono—0
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge—0
CIMON: Towards High-quality Hash Codes—0
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging—0
Classification of Occluded Objects using Fast Recurrent Processing—0
Classification of Power Quality Disturbances Using Resnet with Channel Attention Mechanism—0
Classification of residential and non-residential buildings based on satellite data using deep learning—0
Class-relevant Patch Embedding Selection for Few-Shot Image Classification—0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified