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 3451–3500 of 4891 papers

TitleStatusHype
Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment—0
Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection—0
Leveraging Uniformization and Sparsity for Computation of Continuous Time Dynamic Discrete Choice Games—0
LFR-PINO: A Layered Fourier Reduced Physics-Informed Neural Operator for Parametric PDEs—0
LiDAR-Based Vehicle Detection and Tracking for Autonomous Racing—0
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides—0
LightFusionRec: Lightweight Transformers-Based Cross-Domain Recommendation Model—0
Lightweight Model for Poultry Disease Detection from Fecal Images Using Multi-Color Space Feature Optimization and Machine Learning—0
Lightweight Multi-Frame Integration for Robust YOLO Object Detection in Videos—0
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture—0
Lightweight Safety Classification Using Pruned Language Models—0
Lightweight Sequential Transformers for Blood Glucose Level Prediction in Type-1 Diabetes—0
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images—0
LinearAPT: An Adaptive Algorithm for the Fixed-Budget Thresholding Linear Bandit Problem—0
Linear Attention via Orthogonal Memory—0
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data—0
Linear Time Clustering for High Dimensional Mixtures of Gaussian Clouds—0
Linear-time online visibility graph transformation algorithm: for both natural and horizontal visibility criteria—0
Linear-Time User-Level DP-SCO via Robust Statistics—0
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video—0
Lipschitz Adaptivity with Multiple Learning Rates in Online Learning—0
LiteCON: An All-Photonic Neuromorphic Accelerator for Energy-efficient Deep Learning (Preprint)—0
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models—0
Llama-Affinity: A Predictive Antibody Antigen Binding Model Integrating Antibody Sequences with Llama3 Backbone Architecture—0
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning—0
LLM-Generated Heuristics for AI Planning: Do We Even Need Domain-Independence Anymore?—0
LLM-guided Chemical Process Optimization with a Multi-Agent Approach—0
LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi—0
LLMs meet Federated Learning for Scalable and Secure IoT Management—0
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment—0
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes—0
Local Grid Rendering Networks for 3D Object Detection in Point Clouds—0
Locality-aware Surrogates for Gradient-based Black-box Optimization—0
Localization of DOA trajectories -- Beyond the grid—0
Localization Uncertainty Estimation for Anchor-Free Object Detection—0
LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data—0
Locally Adaptive One-Class Classifier Fusion with Dynamic p-Norm Constraints for Robust Anomaly Detection—0
Locally induced Gaussian processes for large-scale simulation experiments—0
Local, Private, Efficient Protocols for Succinct Histograms—0
Local-To-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors—0
Local vs. Global Models for Hierarchical Forecasting—0
Locating 3D Object Proposals: A Depth-Based Online Approach—0
Location reference recognition from texts: A survey and comparison—0
Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns—0
LOF: Structure-Aware Line Tracking based on Optical Flow—0
Logic programming for deliberative robotic task planning—0
Operationalizing Declarative and Procedural Knowledge: a Benchmark on Logic Programming Petri Nets (LPPNs)—0
Logspace Reducibility From Secret Leakage Planted Clique—0
Long-Context State-Space Video World Models—0
Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models—0
Show:102550
← PrevPage 70 of 98Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified