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

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Showing 3951–4000 of 4891 papers

TitleStatusHype
Continual Learning via Online Leverage Score Sampling—0
Continuous Normalizing Flows for Uncertainty-Aware Human Pose Estimation—0
Contract-based hierarchical control using predictive feasibility value functions—0
Convex Reformulation of Information Constrained Linear State Estimation with Mixed-Binary Variables for Outlier Accommodation—0
ConvNeXt-ChARM: ConvNeXt-based Transform for Efficient Neural Image Compression—0
Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram—0
ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification—0
Cooperative Bistatic ISAC Systems for Low-Altitude Economy—0
Optimizing Cooperative path-finding: A Scalable Multi-Agent RRT* with Dynamic Potential Fields—0
Coordination of OLTC and Smart Inverters for Optimal Voltage Regulation of Unbalanced Distribution Networks—0
Coping With Simulators That Don’t Always Return—0
Core Conflictual Relationship: Text Mining to Discover What and When—0
Core Context Aware Attention for Long Context Language Modeling—0
Correcting Mode Proportion Bias in Generalized Bayesian Inference via a Weighted Kernel Stein Discrepancy—0
Correlation Filters with Limited Boundaries—0
Prompt-Matcher: Leveraging Large Models to Reduce Uncertainty in Schema Matching Results—0
Counting Objects by Diffused Index: geometry-free and training-free approach—0
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction—0
Coupled differential-algebraic equations framework for modeling six-degree-of-freedom flight dynamics of asymmetric fixed-wing aircraft—0
Coverage Path Planning For Multi-view SAR-UAV Observation System Under Energy Constraint—0
Just Functioning as a Hook for Two-Stage Referring Multi-Object Tracking—0
CPINN-ABPI: Physics-Informed Neural Networks for Accurate Power Estimation in MPSoCs—0
C-Procgen: Empowering Procgen with Controllable Contexts—0
CrackESS: A Self-Prompting Crack Segmentation System for Edge Devices—0
C-RADAR: A Centralized Deep Learning System for Intrusion Detection in Software Defined Networks—0
CR-CTC: Consistency regularization on CTC for improved speech recognition—0
CRD: Collaborative Representation Distance for Practical Anomaly Detection—0
Creating generalizable downstream graph models with random projections—0
Credit Valuation Adjustment with Replacement Closeout: Theory and Algorithms—0
CrevNet: Conditionally Reversible Video Prediction—0
Critical Nodes Identification in Complex Networks: A Survey—0
Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis—0
Cross-label Suppression: A Discriminative and Fast Dictionary Learning with Group Regularization—0
Cross-Modal Obfuscation for Jailbreak Attacks on Large Vision-Language Models—0
Cross-Modal State-Space Graph Reasoning for Structured Summarization—0
Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package—0
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting—0
Crowd-Certain: Label Aggregation in Crowdsourced and Ensemble Learning Classification—0
Crypto Inverse-Power Options and Fractional Stochastic Volatility—0
CSfM: Community-based Structure from Motion—0
CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking—0
Curriculum Recommendations Using Transformer Base Model with InfoNCE Loss And Language Switching Method—0
Curriculum reinforcement learning for quantum architecture search under hardware errors—0
Curvature Regularized Surface Reconstruction from Point Cloud—0
CURVE: CLIP-Utilized Reinforcement Learning for Visual Image Enhancement via Simple Image Processing—0
Curvilinear-Coordinate-Based Object and Situation Assessment for Highly Automate—0
Cycle Consistent Probability Divergences Across Different Spaces—0
D4C Glove-train: Solving the RPM and Bongard-logo Problem by Circumscribing and Building Distribution for Concepts—0
Darwin3: A large-scale neuromorphic chip with a Novel ISA and On-Chip Learning—0
Data Association Aware POMDP Planning with Hypothesis Pruning Performance Guarantees—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified