Latest 15 Papers - July 09, 2024

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Time Series

Title	Date	Comment
Modelling clusters in network time series with an application to presidential elections in the USA	2024-07-05	21 pa... 21 pages, 12 figures. Preprint IFCS 2024
Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training	2024-07-05
Low-Resource Crop Classification from Multi-Spectral Time Series Using Lossless Compressors	2024-07-05	8 pages, 10 figures
The impact of data set similarity and diversity on transfer learning success in time series forecasting	2024-07-05
Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling	2024-07-05
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation	2024-07-05
Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals	2024-07-05
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle	2024-07-04
Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs	2024-07-04
Cyclical Long Memory: Decoupling, Modulation, and Modeling	2024-07-04	35 pages, 7 figures
TwinLab: a framework for data-efficient training of non-intrusive reduced-order models for digital twins	2024-07-04	Accep... Accepted version of the revised manuscript published in Engineering Computations
Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection	2024-07-04
PeFAD: A Parameter-Efficient Federated Framework for Time Series Anomaly Detection	2024-07-04	Accep... Accepted by SIGKDD 2024 (Research Track)
Seamless Monitoring of Stress Levels Leveraging a Universal Model for Time Sequences	2024-07-04
Block-diagonal idiosyncratic covariance estimation in high-dimensional factor models for financial time series	2024-07-04

Trajectory

Title	Date	Comment
An open-source framework for data-driven trajectory extraction from AIS data -- the $α$-method	2024-07-05
A Data Model and Predicate Logic for Trajectory Data (Extended Version)	2024-07-03	Exten... Extended version of the ADBIS 2024 paper with the same title
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles	2024-07-03
Fast maneuver recovery from aerial observation: trajectory clustering and outliers rejection	2024-07-03
PWTO: A Heuristic Approach for Trajectory Optimization in Complex Terrains	2024-07-03
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images	2024-07-02	Inclu... Included reference to codebase. Added acknowledgements
TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting Manipulation	2024-07-02
Trajectory Tracking for UAVs: An Interpolating Control Approach	2024-07-02	7 pag... 7 pages, submitted to MMAR2024 conference
E.T. the Exceptional Trajectories: Text-to-camera-trajectory generation with character awareness	2024-07-01	ECCV ... ECCV 2024. Project page: https://www.lix.polytechnique.fr/vista/projects/2024_et_courant/
AdaFold: Adapting Folding Trajectories of Cloths via Feedback-loop Manipulation	2024-07-01	8 pag... 8 pages, 6 figures, 5 tables. Currently under review
UAV Trajectory Planning with Path Processing	2024-07-01	6 pag... 6 pages, submitted to ICARCV2024 conference
Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints	2024-07-01	15 pages,10 figures
SemanticFormer: Holistic and Semantic Traffic Scene Representation for Trajectory Prediction using Knowledge Graphs	2024-07-01	8 pag... 8 pages, 7 figures, has been accepted for publication in the IEEE Robotics and Automation Letters (RA-L)
Beyond Human Preferences: Exploring Reinforcement Learning Trajectory Evaluation and Improvement through LLMs	2024-07-01	accep... accepted by IJCAI 2024 GAAMAL
Identifying User Goals from UI Trajectories	2024-06-30

Graph Neural Networks

Title	Date	Comment
Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression	2024-07-05
G-Adaptive mesh refinement -- leveraging graph neural networks and differentiable finite element solvers	2024-07-05
Graph Neural Networks for Text Classification: A Survey	2024-07-05	28 pa... 28 pages, published in Artificial Intelligence Review
Wavelet-based Temporal Attention Improves Traffic Forecasting	2024-07-05
Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing	2024-07-05	This ... This paper was accepted by 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024)
Graph Neural Networks as an Enabler of Terahertz-based Flow-guided Nanoscale Localization over Highly Erroneous Raw Data	2024-07-05	16 pa... 16 pages, 16 figures, 6 tables, 45 references
SSP-GNN: Learning to Track via Bilevel Optimization	2024-07-05
Graph Pooling via Ricci Flow	2024-07-05	32 pages, 7 figures
Benchmark on Drug Target Interaction Modeling from a Structure Perspective	2024-07-04	Submi... Submitted to NIPS 2024 Dataset and Benchmark
Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs	2024-07-04
GraphCNNpred: A stock market indices prediction using a Graph based deep learning system	2024-07-04	10 pa... 10 pages. arXiv admin note: text overlap with arXiv:1810.08923 by other authors
Long-range Meta-path Search on Large-scale Heterogeneous Graphs	2024-07-04	21 pages, 6 figures
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI	2024-07-03	18 pages
Foundations and Frontiers of Graph Learning Theory	2024-07-03	36pag... 36pages,273references
Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness	2024-07-03	Publi... Published in ${2}^{nd}$ AdvML Frontiers workshop at ${40}^{th}$ International Conference on Machine Learning (ICML)