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
Statistical testing on generative AI anomaly detection tools in Alzheimer's Disease diagnosis
Rosemary He, Ichiro Takeuchi
From chalkboards to chatbots: SELAR assists teachers in embracing AI in the curriculum
Hani Alers, Aleksandra Malinowska, Mathis Mourey, Jasper Waaijer
FAMSeC: A Few-shot-sample-based General AI-generated Image Detection Method
Juncong Xu, Yang Yang, Han Fang, Honggu Liu, Weiming Zhang
Generative AI's aggregated knowledge versus web-based curated knowledge
Ted Selker, Yunzi Wu
Security of and by Generative AI platforms
Hari Hayagreevan, Souvik Khamaru
M2Diffuser: Diffusion-based Trajectory Optimization for Mobile Manipulation in 3D Scenes
Sixu Yan, Zeyu Zhang, Muzhi Han, Zaijin Wang, Qi Xie, Zhitian Li, Zhehan Li, Hangxin Liu, Xinggang Wang, Song-Chun Zhu
Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters
Johan Irving Søltoft, Laura Kocksch, Anders Kristian Munk
A Formal Framework for Assessing and Mitigating Emergent Security Risks in Generative AI Models: Bridging Theory and Dynamic Risk Mitigation
Aviral Srivastava, Sourav Panda
Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies
Yingqiang Gao, Lukas Fischer, Alexa Lintner, Sarah Ebling
Measuring the Groundedness of Legal Question-Answering Systems
Dietrich Trautmann, Natalia Ostapuk, Quentin Grail, Adrian Alan Pol, Guglielmo Bonifazi, Shang Gao, Martin Gajek
GAI-Enabled Explainable Personalized Federated Semi-Supervised Learning
Yubo Peng, Feibo Jiang, Li Dong, Kezhi Wang, Kun Yang
"I Am the One and Only, Your Cyber BFF": Understanding the Impact of GenAI Requires Understanding the Impact of Anthropomorphic AI
Myra Cheng, Alicia DeVrio, Lisa Egede, Su Lin Blodgett, Alexandra Olteanu