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Ali Mehrabian

2 accepted papers

2025

Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks

ICASSP 2025accepted

Implicit neural representations (INRs) use neural networks to provide continuous and resolution-independent representations of complex signals with a small number of parameters. However, existing INR models often fail to capture important frequency components specific to each task. To address this i…

Cited by 0SourceScholar
2025

Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction

ICASSP 2025accepted

Stock markets play an important role in the global economy, where accurate stock price predictions can lead to significant financial returns. While existing transformer-based models have outperformed long short-term memory (LSTM) networks and convolutional neural networks (CNNs) in financial time se…

Cited by 0SourceScholar