Latest 15 Papers - October 25, 2024

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Time Series

Title	Date	Comment
Real time anomalies detection on video	2024-10-23
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting	2024-10-23	Accep... Accepted by NeurIPS 2024, the project can be found at https://github.com/RafaDD/CondTSF
Zeitenwenden: Detecting changes in the German political discourse	2024-10-23	7 pages, 6 figures
Toward path-invariant embeddings for local distance source characterization	2024-10-23
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation	2024-10-23	Accep... Accepted by NeurIPS-24
Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon	2024-10-23
Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR Lyrae Stars	2024-10-23	Senso... Sensors 2024, 24(16), 5203; (23 pages)
Acquiring Better Load Estimates by Combining Anomaly and Change Point Detection in Power Grid Time-series Measurements	2024-10-23	All c... All code can be found at: https://github.com/RoelBouman/StormPhase2
Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation	2024-10-23	Accep... Accepted by CIKM'2024. Fixed typos
Automated Contrastive Learning Strategy Search for Time Series	2024-10-23	Accep... Accepted by CIKM'2024. Fixed typos
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories	2024-10-23
Signature-based IaaS Performance Change Detection	2024-10-23	accep... accepted in ACM transaction on Internet Technology in October 2024. arXiv admin note: text overlap with arXiv:2007.11705
Predicting Company Growth by Econophysics informed Machine Learning	2024-10-23	18 pages, 12 figures
Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series	2024-10-23
Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations	2024-10-23

Trajectory

Title	Date	Comment
FreeVS: Generative View Synthesis on Free Driving Trajectory	2024-10-23	Proje... Project Page: https://freevs24.github.io/
Enhancing Interaction Modeling with Agent Selection and Physical Coefficient for Trajectory Prediction	2024-10-23	code:... code:https://github.com/kkk00714/ASPILin
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports	2024-10-23	Accep... Accepted to ACCV 2024
Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting	2024-10-23	ackno... acknowledgement added
Composing Diffusion Policies for Few-shot Learning of Movement Trajectories	2024-10-22	6(+1)... 6(+1) pages, 6 figures
EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting	2024-10-22	Proje... Project Page: https://lbh666.github.io/ef-3dgs/
PRIMER: Perception-Aware Robust Learning-based Multiagent Trajectory Planner	2024-10-22	7 pages, 3 figures
Cooperative Trajectory Planning: Principles for Human-Machine System Design on Trajectory Level	2024-10-22
A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning	2024-10-22
Traj-Explainer: An Explainable and Robust Multi-modal Trajectory Prediction Approach	2024-10-22
Influential Language Data Selection via Gradient Trajectory Pursuit	2024-10-22
Graph-Structured Trajectory Extraction from Travelogues	2024-10-22
Incorporating Navigation Context into Inland Vessel Trajectory Prediction: A Gaussian Mixture Model and Transformer Approach	2024-10-21
Dynamic Time Warping-based imputation of long gaps in human mobility trajectories	2024-10-21	28 pages, 8 figures
Critical Example Mining for Vehicle Trajectory Prediction using Flow-based Generative Models	2024-10-21	8 pages,6 figures

Graph Neural Networks

Title	Date	Comment
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration	2024-10-23
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction	2024-10-23
Spiking Graph Neural Network on Riemannian Manifolds	2024-10-23	Accep... Accepted by NeurIPS 2024, 30 pages
Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation	2024-10-23	Accep... Accepted by CIKM'2024. Fixed typos
Binarized Simplicial Convolutional Neural Networks	2024-10-23
Exploring structure diversity in atomic resolution microscopy with graph neural networks	2024-10-23
Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks	2024-10-23
GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models	2024-10-23	4 pages, 6 figures
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Task	2024-10-23	Accep... Accepted by NeurIPS 2024
Scalable Implicit Graphon Learning	2024-10-22
Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow	2024-10-22
Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments	2024-10-22	\c{op... \c{opyright} 2024 the authors. This work has been accepted to IFAC for publication under a Creative Commons Licence CC-BY-NC-ND
FLAG: Financial Long Document Classification via AMR-based GNN	2024-10-22	8 pag... 8 pages, 3 figures, to be published in CIFEr Conference 2024 as "Semantic Graph Learning for Trend Prediction from Long Financial Documents"
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance	2024-10-22	accep... accepted as a poster at NeurIPS 2024
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks	2024-10-22