Generative AI
Generative AI focuses on creating new content, ranging from text and images to code and even simulations of complex systems like fluid flows, primarily using large language models (LLMs) and generative adversarial networks (GANs). Current research emphasizes improving model accuracy, addressing biases and ethical concerns, and exploring effective human-AI collaboration in diverse applications like education, healthcare, and software development. This rapidly evolving field holds significant potential to accelerate scientific discovery and transform various industries by automating tasks, generating insights from large datasets, and personalizing services.
Papers
The Good, The Bad, and Why: Unveiling Emotions in Generative AI
Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie
MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising
Bingyuan Wang, Hengyu Meng, Zeyu Cai, Lanjiong Li, Yue Ma, Qifeng Chen, Zeyu Wang
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Malka N. Halgamuge
Collect and Connect Data Leaves to Feature Concepts: Interactive Graph Generation Toward Well-being
Yukio Ohsawa, Tomohide Maekawa, Hiroki Yamaguchi, Hiro Yoshida, Kaira Sekiguchi
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling
Jingying Zeng, Jaewon Yang, Waleed Malik, Xiao Yan, Richard Huang, Qi He
ArchiGuesser -- AI Art Architecture Educational Game
Joern Ploennigs, Markus Berger, Eva Carnein
Weaving Pathways for Justice with GPT: LLM-driven automated drafting of interactive legal applications
Quinten Steenhuis, David Colarusso, Bryce Willey
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment
Qiankun Zuo, Ling Chen, Yanyan Shen, Michael Kwok-Po Ng, Baiying Lei, Shuqiang Wang
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services
Antonio J. G. Busson, Rennan Gaio, Rafael H. Rocha, Francisco Evangelista, Bruno Rizzi, Luan Carvalho, Rafael Miceli, Marcos Rabaioli, David Favaro
The AI Assessment Scale (AIAS): A Framework for Ethical Integration of Generative AI in Educational Assessment
Mike Perkins, Leon Furze, Jasper Roe, Jason MacVaugh
Generative Network Layer for Communication Systems with Artificial Intelligence
Mathias Thorsager, Israel Leyva-Mayorga, Beatriz Soret, Petar Popovski
Generative AI in Higher Education: Seeing ChatGPT Through Universities' Policies, Resources, and Guidelines
Hui Wang, Anh Dang, Zihao Wu, Son Mac
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models
Navapat Nananukul, Mayank Kejriwal