Latest 15 Papers - July 15, 2024

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Time Series

Title	Date	Comment
Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices	2024-07-11
FAR-Trans: An Investment Dataset for Financial Asset Recommendation	2024-07-11	Accep... Accepted at the IJCAI-2024 Workshop on Recommender Systems in Finance (Fin-RecSys)
Large Pre-trained time series models for cross-domain Time series analysis tasks	2024-07-11	16 pa... 16 pages, 5 Figures, 4 Tables
Toto: Time Series Optimized Transformer for Observability	2024-07-11
Information matrix test for normality of innovations in stationary time series models	2024-07-11
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series	2024-07-11
How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation	2024-07-11
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series	2024-07-11	11 pa... 11 pages, 3 figures, 6 tables
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling	2024-07-11
An Adaptively Weighted Averaging Method for Regional Time Series Extraction of fMRI-based Brain Decoding	2024-07-11	17 pages, 4 figures
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder	2024-07-11
AutoMate: Specialist and Generalist Assembly Policies over Diverse Geometries	2024-07-10
A New Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction	2024-07-10
Gradual changes in functional time series	2024-07-10
Automating Weak Label Generation for Data Programming with Clinicians in the Loop	2024-07-10

Trajectory

Title	Date	Comment
Using iterated local alignment to aggregate trajectory data into a traffic flow map	2024-07-11
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem Shifting	2024-07-10
Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents	2024-07-10	Accep... Accepted to ACL 2024 Main Conference; Camera Ready
The Hybrid Extended Bicycle: A Simple Model for High Dynamic Vehicle Trajectory Planning	2024-07-10
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory	2024-07-10	ECCV2... ECCV2024. Code is available at https://github.com/SensenGao/VLPTransferAttack
CATP: Context-Aware Trajectory Prediction with Competition Symbiosis	2024-07-10
Proactive Eavesdropping in Relay Systems via Trajectory and Power Optimization	2024-07-10	14 pa... 14 pages, 8 figures, submitted to IEEE Journal for review
What's Wrong with the Absolute Trajectory Error?	2024-07-09
Trajectory Data Mining and Trip Travel Time Prediction on Specific Roads	2024-07-09	N/A
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction	2024-07-09	arXiv... arXiv admin note: substantial text overlap with arXiv:2402.19251
Sampling for Model Predictive Trajectory Planning in Autonomous Driving using Normalizing Flows	2024-07-09	Accep... Accepted to be published as part of the 2024 IEEE Intelligent Vehicles Symposium (IV), Jeju Shinhwa World, Jeju Island, Korea, June 2-5, 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions	2024-07-09	Accep... Accepted to be published as part of the 2024 IEEE Intelligent Vehicles Symposium (IV), Jeju Shinhwa World, Jeju Island, Korea, June 2-5, 2024
Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing	2024-07-08	Accep... Accepted at ICLP 2024
MapsTP: HD Map Images Based Multimodal Trajectory Prediction for Automated Vehicles	2024-07-08	Accep... Accepted for publication at th 26th Irish Machine Vision and Image Processing Conference, 2024
MSTF: Multiscale Transformer for Incomplete Trajectory Prediction	2024-07-08

Graph Neural Networks

Title	Date	Comment
Neural Bipartite Matching	2024-07-11
Robust Generalization of Graph Neural Networks for Carrier Scheduling	2024-07-11	15 Pa... 15 Pages, 12 Figures. Pre-print, under review
Improving Molecular Modeling with Geometric GNNs: an Empirical Study	2024-07-11
SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data	2024-07-11	18 pa... 18 pages, 4 figures, 5 tables
GLBench: A Comprehensive Benchmark for Graph with Large Language Models	2024-07-11	arXiv... arXiv admin note: text overlap with arXiv:2306.10280 by other authors
Graph convolutional network for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution	2024-07-11	14 pages, 10 figures
TinyGraph: Joint Feature and Node Condensation for Graph Neural Networks	2024-07-10
Uncertainty-Aware Probabilistic Graph Neural Networks for Road-Level Traffic Accident Prediction	2024-07-10
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation	2024-07-10	Proje... Project page: https://robopil.github.io/adaptigraph/
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs	2024-07-10
Explaining Graph Neural Networks for Node Similarity on Graphs	2024-07-10
Multivector Neurons: Better and Faster O(n)-Equivariant Clifford Graph Neural Networks	2024-07-10
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings	2024-07-09	New v... New visualizations, added references, and an application to community detection. To appear at the TextGraphs workshop @ ACL 2024. 21 pages, 5 figures, 13 tables
Parallelized Multi-Agent Bayesian Optimization in Lava	2024-07-09	4 pag... 4 pages, 2 figures, 2 algorithms, 2 tables
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics	2024-07-09