Browsing: scholar

Authors: Stefano Woerner、Christian F. Baumgartner Paper: https://arxiv.org/abs/2408.08058 Introduction Machine learning has significantly advanced medical imaging and diagnostics, but these advancements…

Authors: Ilya Kuleshov、Galina Boeva、Vladislav Zhuzhel、Evgenia Romanenkova、Evgeni Vorsin、Alexey Zaytsev Paper: https://arxiv.org/abs/2408.08055 COTODE: COntinuous Trajectory Neural Ordinary Differential Equations for Modelling Event…

Authors: Jacob Kauffmann、Jonas Dippel、Lukas Ruff、Wojciech Samek、Klaus-Robert Müller、Grégoire Montavon Paper: https://arxiv.org/abs/2408.08041 The Clever Hans Effect in Unsupervised Learning: An Interpretive Blog…

Authors: Rujia Shen、Boran Wang、Chao Zhao、Yi Guan、Jingchi Jiang Paper: https://arxiv.org/abs/2408.08023 Introduction Causal discovery from time-series data is essential for understanding the…

Authors: Sang-Hoon Lee、Ha-Yeong Choi、Seong-Whan Lee Paper: https://arxiv.org/abs/2408.08019 Introduction The paper “Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization” introduces…

Authors: Yili Li、Jing Yu、Keke Gai、Gang Xiong Paper: https://arxiv.org/abs/2408.07989 Introduction Knowledge-based visual question answering (VQA) is a challenging task that requires…

Authors: Hiroki Tanioka、Tetsushi Ueta、Masahiko Sano Paper: https://arxiv.org/abs/2408.07982 Introduction In August 2024, the Center for Administration of Information Technology (AIT center)…

Authors: Jiajie Li、Garrett Skinner、Gene Yang、Brian R Quaranto、Steven D Schwaitzberg、Peter C W Kim、Jinjun Xiong Paper: https://arxiv.org/abs/2408.07981 Introduction The field of surgery…

Authors: Homayoun Honari、Amir Mehdi Soufi Enayati、Mehran Ghafarian Tamizi、Homayoun Najjaran Paper: https://arxiv.org/abs/2408.07962 Introduction Reinforcement Learning (RL) has shown significant success in…

Authors: Xiaosheng Li、Wenjie Xi、Jessica Lin Paper: https://arxiv.org/abs/2408.07956 Introduction Neural networks are fundamental in machine learning, data mining, and artificial intelligence.…