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Showing 1501–1550 of 9169 papers

TitleStatusHype
On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers—0
Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold—0
xLSTMTime : Long-term Time Series Forecasting With xLSTMCode2
REGIONAL DATASETS FOR AIR QUALITY MONITORING IN EUROPEAN CITIESCode0
Monopoly Unveiled: Telecom Breakups in the US and Mexico—0
Granger Causality in ExtremesCode0
Parameter inference from a non-stationary unknown processCode0
Learning High-Frequency Functions Made Easy with Sinusoidal Positional EncodingCode0
Guidelines for Augmentation Selection in Contrastive Learning for Time Series ClassificationCode0
Comparative analysis of Mixed-Data Sampling (MIDAS) model compared to Lag-Llama model for inflation nowcasting—0
Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices—0
How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation—0
Paving the way toward foundation models for irregular and unaligned Satellite Image Time SeriesCode0
FAR-Trans: An Investment Dataset for Financial Asset Recommendation—0
Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of ConceptCode0
Reduced-Rank Matrix Autoregressive Models: A Medium N Approach—0
A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction—0
Automating Weak Label Generation for Data Programming with Clinicians in the Loop—0
Causal Discovery in Semi-Stationary Time SeriesCode1
Causal Discovery-Driven Change Point Detection in Time Series—0
Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain ShiftCode2
Toto: Time Series Optimized Transformer for Observability—0
ViTime: A Visual Intelligence-Based Foundation Model for Time Series ForecastingCode2
LETS-C: Leveraging Text Embedding for Time Series Classification—0
Temporal Convolution Derived Multi-Layered Reservoir Computing—0
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series DataCode0
JANET: Joint Adaptive predictioN-region Estimation for Time-series—0
Time Series Dataset for Modeling and Forecasting of N_2O in Wastewater Treatment—0
GeoWATCH for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images—0
Volatility modeling in a Markovian environment: Two Ornstein-Uhlenbeck-related approaches—0
Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks—0
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data—0
Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT—0
A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs—0
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation—0
Block-diagonal idiosyncratic covariance estimation in high-dimensional factor models for financial time series—0
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw CycleCode0
Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models—0
A Self-Supervised Task for Fault Detection in Satellite Multivariate Time Series—0
Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data—0
Multiple-Resolution Tokenization for Time Series Forecasting with an Application to PricingCode0
Membership Inference Attacks Against Time-Series Models—0
A Fast Multitaper Power Spectrum Estimation in Nonuniformly Sampled Time SeriesCode0
Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating SparsityCode0
Learning Graph Structures and Uncertainty for Accurate and Calibrated Time-series Forecasting—0
SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco NetworksCode0
Automated Knowledge Graph Learning in Industrial Processes—0
A new Takagi–Sugeno–Kang model for time series forecastingCode0
Macroeconomic Forecasting with Large Language Models—0
Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing—0
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