3 papers
cs.LG2025
Transformer Encoder and Multi-features Time2Vec for Financial Prediction
Nguyen Kim Hai Bui, Nguyen Duy Chien, Péter Kovács +1
Financial prediction is a complex and challenging task of time series analysis and signal processing, expected to model both short-term fluctuations and long-term temporal dependen…
cs.GR2025
Hybrid Rendering for Multimodal Autonomous Driving: Merging Neural and Physics-Based Simulation
Máté Tóth, Péter Kovács, Réka Bencses +4
Neural reconstruction models for autonomous driving simulation have made significant strides in recent years, with dynamic models becoming increasingly prevalent. However, these mo…
stat.ML2025
Rational Gaussian wavelets and corresponding model driven neural networks
Attila Miklós Ámon, Kristian Fenech, Péter Kovács +1
In this paper we consider the continuous wavelet transform using Gaussian wavelets multiplied by an appropriate rational term. The zeros and poles of this rational modifier act as…