3 papers
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…
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…
stat.ML2025
Rational Gaussian wavelets and corresponding model driven neural networks
Attila Miklós Ãmon, 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…