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This review surveys the state-of-the-art in text-to-image and image-to-image generation within the scope of generative AI. We provide a comparative analysis of three prominent architectures: Variational Autoencoders, Generative Adversarial…

计算机视觉与模式识别 · 计算机科学 2025-03-12 Zineb Sordo , Eric Chagnon , Daniela Ushizima

Text-to-image generation is conducted through Generative Adversarial Networks (GANs) or transformer models. However, the current challenge lies in accurately generating images based on textual descriptions, especially in scenarios where the…

人机交互 · 计算机科学 2024-01-10 Yang Li , Huaqiang Jiang , Yangkai Wu

In recent years Generative Machine Learning systems have advanced significantly. A current wave of generative systems use text prompts to create complex imagery, video, even 3D datasets. The creators of these systems claim a revolution in…

计算机与社会 · 计算机科学 2023-02-03 Jon McCormack , Camilo Cruz Gambardella , Nina Rajcic , Stephen James Krol , Maria Teresa Llano , Meng Yang

Given the rising proliferation and diversity of AI writing assistance tools, especially those powered by large language models (LLMs), both writers and readers may have concerns about the impact of these tools on the authenticity of writing…

人机交互 · 计算机科学 2024-11-21 Angel Hsing-Chi Hwang , Q. Vera Liao , Su Lin Blodgett , Alexandra Olteanu , Adam Trischler

This position paper is part of a long-term research project on human-machine co-creativity with older adults. The goal is to investigate how robots and AI-generated content can contribute to older adults' creative experiences, with a focus…

人机交互 · 计算机科学 2023-09-14 Marianne Bossema , Rob Saunders , Somaya Ben Allouch

This paper explores the image synthesis capabilities of GPT-4, a leading multi-modal large language model. We establish a benchmark for evaluating the fidelity of texture features in images generated by GPT-4, comprising manually painted…

计算机视觉与模式识别 · 计算机科学 2023-12-27 Wentao Wang , Xuanyao Huang , Tianyang Wang , Swalpa Kumar Roy

Among the many narratives of the transformative power of Generative AI is one that sees in the world a latent nation of programmers who need to wield nothing but intentions and natural language to render their ideas in software. In this…

人机交互 · 计算机科学 2024-10-25 Advait Sarkar

This paper demonstrates emergence of computational creativity in the field of music. Different aspects of creativity such as producer, process, product and press are studied and formulated. Different notions of computational creativity such…

声音 · 计算机科学 2019-04-30 Subodh Deolekar , Siby Abraham

Artificial Intelligence Generated Content (AIGC) is one of the latest achievements in AI development. The content generated by related applications, such as text, images and audio, has sparked a heated discussion. Various derived AIGC…

密码学与安全 · 计算机科学 2023-06-02 Chuan Chen , Zhenpeng Wu , Yanyi Lai , Wenlin Ou , Tianchi Liao , Zibin Zheng

Assessing artistic creativity has long challenged researchers, with traditional methods proving time-consuming. Recent studies have applied machine learning to evaluate creativity in drawings, but not paintings. Our research addresses this…

计算机视觉与模式识别 · 计算机科学 2025-01-03 Zhehan Zhang , Meihua Qian , Li Luo , Qianyi Gao , Xianyong Wang , Ripon Saha , Xinxin Song

This article presents a critique of ethics in the context of artificial intelligence (AI). It argues for the need to question established patterns of thought and traditional authorities, including core concepts such as autonomy, morality,…

计算机与社会 · 计算机科学 2024-08-09 Irina Spiegel

As generative AI tools like ChatGPT become integral to everyday writing, critical questions arise about how to preserve writers' sense of agency and ownership when using these tools. Yet, a systematic understanding of how AI assistance…

Since its introduction in 2022, Generative AI has significantly impacted the art world, from winning state art fairs to creating complex videos from simple prompts. Amid this renaissance, a pivotal issue emerges: should users of Generative…

计算机与社会 · 计算机科学 2024-06-19 Yiyang Mei

Recent years have witnessed enormous progress in AI-related fields such as computer vision, machine learning, and autonomous vehicles. As with any rapidly growing field, it becomes increasingly difficult to stay up-to-date or enter the…

计算机视觉与模式识别 · 计算机科学 2021-03-19 Joel Janai , Fatma Güney , Aseem Behl , Andreas Geiger

This article presents a five-year collaboration situated at the intersection of Art practice and Scientific research in Human-Computer Interaction (HCI). At the core of our collaborative work is a hybrid, Art and Science methodology that…

人机交互 · 计算机科学 2020-08-03 Baptiste Caramiaux , Marco Donnarumma

Computational modeling of artwork meaning is complex and difficult. This is because art interpretation is multidimensional and highly subjective. This paper experimentally investigated the degree to which a state-of-the-art Deep…

计算机视觉与模式识别 · 计算机科学 2024-01-22 Mahan Agha Zahedi , Niloofar Gholamrezaei , Alex Doboli

The integration of Generative AI (GenAI) into creative communities, like fanfiction, is reshaping how stories are created, shared, and valued. This study investigates the perceptions of 157 active fanfiction members, both readers and…

人机交互 · 计算机科学 2025-06-24 Roi Alfassi , Angelora Cooper , Zoe Mitchell , Mary Calabro , Orit Shaer , Osnat Mokryn

This Article examines the circumstances in which AI-generated outputs remain linked to their creators and the points at which they lose that connection, whether through accident, deliberate design, or emergent behavior. In cases where AI is…

计算机与社会 · 计算机科学 2026-02-25 Frank Fagan

Many assumptions that underpin human concepts of identity do not hold for machine minds that can be copied, edited, or simulated. We argue that there exist many different coherent identity boundaries (e.g.\ instance, model, persona), and…

AI-generated content is becoming increasingly prevalent in the real world, leading to serious ethical and societal concerns. For instance, adversaries might exploit large multimodal models (LMMs) to create images that violate ethical or…

计算与语言 · 计算机科学 2025-04-14 Hongchao Fang , Yixin Liu , Jiangshu Du , Can Qin , Ran Xu , Feng Liu , Lichao Sun , Dongwon Lee , Lifu Huang , Wenpeng Yin