Academic

Academic

Academic · 약 1분

Support Tokens, Stability Margins, and a New Foundation for Robust LLMs

arXiv:2602.22271v1 Announce Type: new Abstract: Self-attention is usually described as a flexible, content-adaptive way to mix a token with information from its past. We re-interpret …

Deepak Agarwal, Dhyey Dharmendrakumar Mavani, Suyash Gupta, Karthik Sethuraman, Tejas Dharamsi
조회수 84회
Academic · 약 1분

Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion

arXiv:2602.22280v1 Announce Type: new Abstract: Cardiovascular disease is the primary cause of death globally, necessitating early identification, precise risk classification, and dependable decision-support technologies. The …

Md. Tahsin Amin, Tanim Ahmmod, Zannatul Ferdus, Talukder Naemul Hasan Naem, Ehsanul Ferdous, Arpita Bhattacharjee, Ishmam Ahmed Solaiman, Nahiyan Bin Noor
조회수 36회
Academic · 약 1분

Reliable XAI Explanations in Sudden Cardiac Death Prediction for Chagas Cardiomyopathy

arXiv:2602.22288v1 Announce Type: new Abstract: Sudden cardiac death (SCD) is unpredictable, and its prediction in Chagas cardiomyopathy (CC) remains a significant challenge, especially in patients …

Vin\'icius P. Chagas, Luiz H. T. Viana, Mac M. da S. Carlos, Jo\~ao P. V. Madeiro, Roberto C. Pedrosa, Thiago Alves Rocha, Carlos H. L. Cavalcante
조회수 54회
Academic · 약 1분

Manifold of Failure: Behavioral Attraction Basins in Language Models

arXiv:2602.22291v1 Announce Type: new Abstract: While prior work has focused on projecting adversarial examples back onto the manifold of natural data to restore safety, we …

Sarthak Munshi, Manish Bhatt, Vineeth Sai Narajala, Idan Habler, AmmarnAl-Kahfah, Ken Huang, Blake Gatto
조회수 50회
Academic · 약 1분

Global River Forecasting with a Topology-Informed AI Foundation Model

arXiv:2602.22293v1 Announce Type: new Abstract: River systems operate as inherently interconnected continuous networks, meaning river hydrodynamic simulation ought to be a systemic process. However, widespread …

Hancheng Ren, Gang Zhao, Shuo Wang, Louise Slater, Dai Yamazaki, Shu Liu, Jingfang Fan, Shibo Cui, Ziming Yu, Shengyu Kang, Depeng Zuo, Dingzhi Peng, Zongxue Xu, Bo Pang
조회수 90회