Browsing: scholar

Authors: Elena Umili、Francesco Argenziano、Roberto Capobianco Paper: https://arxiv.org/abs/2408.08677 Neural Reward Machines: A Neurosymbolic Framework for Non-Markovian Reinforcement Learning Introduction Reinforcement Learning…

Authors: Pengfei Cai、Yan Song、Kang Li、Haoyu Song、Ian McLoughlin Paper: https://arxiv.org/abs/2408.08673 Introduction Sound event detection (SED) aims to identify not only the…

Authors: Alessio Devoto、Federico Alvetreti、Jary Pomponi、Paolo Di Lorenzo、Pasquale Minervini、Simone Scardapane Paper: https://arxiv.org/abs/2408.08670 Introduction Vision Transformers (ViTs) have emerged as a powerful…

Authors: Beatrice Balbierer、Lukas Heinlein、Domenique Zipperling、Niklas Kühl Paper: https://arxiv.org/abs/2408.08666 Introduction In the digital age, the proliferation of data has opened up…

Authors: Binbin Ding、Penghui Yang、Zeqing Ge、Shengjun Huang Paper: https://arxiv.org/abs/2408.08655 Introduction Federated Learning (FL) is a distributed machine learning framework that allows…

Authors: Angus Nicolson、Yarin Gal、J. Alison Noble Paper: https://arxiv.org/abs/2408.08652 TextCAVs: Debugging Vision Models Using Text Introduction Deep learning models are increasingly…

Authors: Kyle Moore、Jesse Roberts、Thao Pham、Douglas Fisher Paper: https://arxiv.org/abs/2408.08651 Introduction In the realm of cognitive reasoning, Kahneman’s “Thinking Fast and Slow”…

Authors: Jian Li、Weiheng Lu Paper: https://arxiv.org/abs/2408.08632 Introduction Multimodal Large Language Models (MLLMs) have become a focal point in both academia…

Authors: Gregory Kell、Angus Roberts、Serge Umansky、Yuti Khare、Najma Ahmed、Nikhil Patel、Chloe Simela、Jack Coumbe、Julian Rozario、Ryan-Rhys Griffiths、Iain J. Marshall Paper: https://arxiv.org/abs/2408.08624 RealMedQA: A Pilot Biomedical…

Authors: Xingyue Lin、Xingjian Hu、Shuai Peng、Jianhua Zhu、Liangcai Gao Paper: https://arxiv.org/abs/2408.08623 Introduction Sketching is a fundamental artistic technique that captures the essence…