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 1351–1375 of 4891 papers

TitleStatusHype
PALATE: Peculiar Application of the Law of Total Expectation to Enhance the Evaluation of Deep Generative ModelsCode0
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms—0
A Two-Stage Rotation-Based Super-Resolution Signature Estimation for Spatial Wideband Systems—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
Mixed-gradients Distributed Filtered Reference Least Mean Square Algorithm -- A Robust Distributed Multichannel Active Noise Control Algorithm—0
Causal Inference based Transfer Learning with LLMs: An Efficient Framework for Industrial RUL Prediction—0
PT-PINNs: A Parametric Engineering Turbulence Solver based on Physics-Informed Neural Networks—0
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models—0
A Pathway to Near Tissue Computing through Processing-in-CTIA Pixels for Biomedical Applications—0
Token Dynamics: Towards Efficient and Dynamic Video Token Representation for Video Large Language Models—0
Fast online node labeling with graph subsampling—0
Distributed Consensus Optimization with Consensus ALADIN—0
Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic ForecastingCode0
Temporal-Spatial Attention Network (TSAN) for DoS Attack Detection in Network Traffic—0
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey—0
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS DemosaicingCode0
The Morphology-Control Trade-Off: Insights into Soft Robotic Efficiency—0
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation—0
iFlame: Interleaving Full and Linear Attention for Efficient Mesh Generation—0
Online federated learning framework for classification—0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions—0
Pruning-Based TinyML Optimization of Machine Learning Models for Anomaly Detection in Electric Vehicle Charging InfrastructureCode0
A Novel Channel Boosted Residual CNN-Transformer with Regional-Boundary Learning for Breast Cancer Detection—0
Joint Design of Radar Receive Filter and Unimodular ISAC Waveform with Sidelobe Level Control—0
Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified