181 citations
- National Taiwan UniversityTW36 papers
- National Center for Theoretical SciencesTW12 papers
- Institute of Physics, Academia SinicaTW9 papers
- National Tsing Hua UniversityTW9 papers
- National Yang Ming Chiao Tung UniversityTW9 papers
- Academia SinicaTW8 papers
- National University of KaohsiungTW7 papers
- University of JyväskyläFI6 papers
- Boston UniversityUS5 papers
- KTH Royal Institute of TechnologySE5 papers
- National Cheng Kung UniversityTW5 papers
- Harvard UniversityUS4 papers
5 papers · 1 filter
AR: Adversarial Reinforcement Learning for Abstract Reasoning in Large Language Models
Cheng-Kai Yeh, Hsing-Wang Lee, Chung-Hung Kuo +1
Abstraction--the ability to recognize and distill essential computational patterns from complex problem statements--is a foundational skill in computer science, critical both for h…
Post-Disaster Affected Area Segmentation with a Vision Transformer (ViT)-based EVAP Model using Sentinel-2 and Formosat-5 Imagery
Yi-Shan Chu, Hsuan-Cheng Wei
We propose a vision transformer (ViT)-based deep learning framework to refine disaster-affected area segmentation from remote sensing imagery, aiming to support and enhance the Eme…
Probabilistic Bisimulation for Parameterized Anonymity and Uniformity Verification
Chih-Duo Hong, Anthony W. Lin, Philipp Rümmer +1
Bisimulation is crucial for verifying process equivalence in probabilistic systems. This paper presents a novel logical framework for analyzing bisimulation in probabilistic parame…
Random quantum Ising model with three-spin couplings
Ferenc Iglói, Yu-Cheng Lin
We apply a real-space block renormalization group approach to study the critical properties of the random transverse-field Ising spin chain with multispin interactions. First we re…
A Speech Enhancement Method Using Fast Fourier Transform and Convolutional Autoencoder
Pu-Yun Kow, Pu-Zhao Kow
This paper addresses the reconstruction of audio signals from degraded measurements. We propose a lightweight model that combines the discrete Fourier transform with a Convolutiona…