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
Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis
Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
Do Generative AI Models Output Harm while Representing Non-Western Cultures: Evidence from A Community-Centered Approach
Sourojit Ghosh, Pranav Narayanan Venkit, Sanjana Gautam, Shomir Wilson, Aylin Caliskan
zIA: a GenAI-powered local auntie assists tourists in Italy
Alexio Cassani, Michele Ruberl, Antonio Salis, Giacomo Giannese, Gianluca Boanelli
Bringing AI Participation Down to Scale: A Comment on Open AIs Democratic Inputs to AI Project
David Moats, Chandrima Ganguly
Exploring the Use of Abusive Generative AI Models on Civitai
Yiluo Wei, Yiming Zhu, Pan Hui, Gareth Tyson
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias
Waqar Hussain
Inference Optimization of Foundation Models on AI Accelerators
Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Procedural Content Generation via Generative Artificial Intelligence
Xinyu Mao, Wanli Yu, Kazunori D Yamada, Michael R. Zielewski
Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation
Kaiyan Chang, Zhirong Chen, Yunhao Zhou, Wenlong Zhu, kun wang, Haobo Xu, Cangyuan Li, Mengdi Wang, Shengwen Liang, Huawei Li, Yinhe Han, Ying Wang
A Text-to-Game Engine for UGC-Based Role-Playing Games
Lei Zhang, Xuezheng Peng, Shuyi Yang, Feiyang Wang
African Democracy in the Era of Generative Disinformation: Challenges and Countermeasures against AI-Generated Propaganda
Chinasa T. Okolo
Generative AI for RF Sensing in IoT systems
Li Wang, Chao Zhang, Qiyang Zhao, Hang Zou, Samson Lasaulce, Giuseppe Valenzise, Zhuo He, Merouane Debbah
The Voice: Lessons on Trustworthy Conversational Agents from "Dune"
Philip Feldman
ConvNLP: Image-based AI Text Detection
Suriya Prakash Jambunathan, Ashwath Shankarnarayan, Parijat Dube
Generative AI for Health Technology Assessment: Opportunities, Challenges, and Policy Considerations
Rachael Fleurence, Jiang Bian, Xiaoyan Wang, Hua Xu, Dalia Dawoud, Mitch Higashi, Jagpreet Chhatwal
Teacher agency in the age of generative AI: towards a framework of hybrid intelligence for learning design
Thomas B Frøsig, Margarida Romero