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.
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Papers - Page 32
March 7, 2024
A Safe Harbor for AI Evaluation and Red Teaming
Shayne Longpre, Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami, Rishi Bommasani, Borhane Blili-Hamelin, Yangsibo Huang, Aviya Skowron+15The Social Impact of Generative AI: An Analysis on ChatGPT
Maria T. Baldassarre, Danilo Caivano, Berenice Fernandez Nieto, Domenico Gigante, Azzurra RagoneWhat makes an image realistic?
Lucas TheisProMoAI: Process Modeling with Generative AI
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der AalstGenerative AI for Synthetic Data Generation: Methods, Challenges and the Future
Xu Guo, Yiqiang Chen
March 6, 2024
March 5, 2024
Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
Chenglei Si, Yanzhe Zhang, Ryan Li, Zhengyuan Yang, Ruibo Liu, Diyi YangBias in Generative AI
Mi Zhou, Vibhanshu Abhishek, Timothy Derdenger, Jaymo Kim, Kannan SrinivasanLarge Language Models and Video Games: A Preliminary Scoping Review
Penny Sweetser
March 4, 2024
March 3, 2024
February 29, 2024
FhGenie: A Custom, Confidentiality-preserving Chat AI for Corporate and Scientific Use
Ingo Weber, Hendrik Linka, Daniel Mertens, Tamara Muryshkin, Heinrich Opgenoorth, Stefan LangerAdvancing Generative AI for Portuguese with Open Decoder Gerv\'asio PT*
Rodrigo Santos, João Silva, Luís Gomes, João Rodrigues, António Branco
February 28, 2024
GAIA: Categorical Foundations of Generative AI
Sridhar MahadevanOn the Challenges and Opportunities in Generative AI
Laura Manduchi, Kushagra Pandey, Clara Meister, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner+17Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities
Guangyuan Liu, Nguyen Van Huynh, Hongyang Du, Dinh Thai Hoang, Dusit Niyato, Kun Zhu, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim