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Sora is a text-to-video generative AI model, released by OpenAI in February 2024. The model is trained to generate videos of realistic or imaginative scenes from text instructions and show potential in simulating the physical world. Based…

计算机视觉与模式识别 · 计算机科学 2024-04-19 Yixin Liu , Kai Zhang , Yuan Li , Zhiling Yan , Chujie Gao , Ruoxi Chen , Zhengqing Yuan , Yue Huang , Hanchi Sun , Jianfeng Gao , Lifang He , Lichao Sun

Text-to-video generative AI models such as Sora OpenAI have the potential to disrupt multiple industries. In this paper, we report a qualitative social media analysis aiming to uncover people's perceived impact of and concerns about Sora's…

计算机与社会 · 计算机科学 2024-06-19 Kyrie Zhixuan Zhou , Abhinav Choudhry , Ece Gumusel , Madelyn Rose Sanfilippo

With impressive achievements made, artificial intelligence is on the path forward to artificial general intelligence. Sora, developed by OpenAI, which is capable of minute-level world-simulative abilities can be considered as a milestone on…

计算机视觉与模式识别 · 计算机科学 2024-05-20 Rui Sun , Yumin Zhang , Tejal Shah , Jiahao Sun , Shuoying Zhang , Wenqi Li , Haoran Duan , Bo Wei , Rajiv Ranjan

The rapid advancement of Generative AI (Gen-AI) is transforming Human-Computer Interaction (HCI), with significant implications across various sectors. This study investigates the public's perception of Sora OpenAI, a pioneering Gen-AI…

计算机与社会 · 计算机科学 2024-03-27 Reza Hadi Mogavi , Derrick Wang , Joseph Tu , Hilda Hadan , Sabrina A. Sgandurra , Pan Hui , Lennart E. Nacke

The evolution of video generation from text, from animating MNIST to simulating the world with Sora, has progressed at a breakneck speed. Here, we systematically discuss how far text-to-video generation technology supports essential…

With the increasing use of image generation technology, understanding its social biases, including gender bias, is essential. This paper presents a large-scale study on gender bias in text-to-image (T2I) models, focusing on everyday…

计算机视觉与模式识别 · 计算机科学 2025-10-01 Leander Girrbach , Stephan Alaniz , Genevieve Smith , Zeynep Akata

The recent introduction of OpenAI's text-to-video model Sora has sparked widespread public discourse across online communities. This study aims to uncover the dominant themes and narratives surrounding Sora by conducting topic modeling…

计算机与社会 · 计算机科学 2024-07-19 Vatsal Vinay Parikh

Text-to-Image (T2I) models have transformed visual content creation, producing highly realistic images from natural language prompts. However, concerns persist around their potential to replicate and magnify existing societal biases. To…

计算机视觉与模式识别 · 计算机科学 2025-06-18 Sedat Porikli , Vedat Porikli

Advances in generative models have led to significant interest in image synthesis, demonstrating the ability to generate high-quality images for a diverse range of text prompts. Despite this progress, most studies ignore the presence of…

人工智能 · 计算机科学 2024-07-02 Nila Masrourisaadat , Nazanin Sedaghatkish , Fatemeh Sarshartehrani , Edward A. Fox

Text-to-Video (T2V) generators such as Sora raise concerns about whether generated content reflects societal bias. We extend embedding-association tests from words and images to video by introducing the Video Embedding Association Test…

计算机与社会 · 计算机科学 2026-01-06 Yongxu Sun , Michael Saxon , Ian Yang , Anna-Maria Gueorguieva , Aylin Caliskan

Text-to-Image (T2I) generation is enabling new applications that support creators, designers, and general end users of productivity software by generating illustrative content with high photorealism starting from a given descriptive text as…

计算机与社会 · 计算机科学 2023-04-14 Ranjita Naik , Besmira Nushi

High-quality video generation, encompassing text-to-video (T2V), image-to-video (I2V), and video-to-video (V2V) generation, holds considerable significance in content creation to benefit anyone express their inherent creativity in new ways…

计算机视觉与模式识别 · 计算机科学 2024-10-11 Ailing Zeng , Yuhang Yang , Weidong Chen , Wei Liu

The recent development of Sora leads to a new era in text-to-video (T2V) generation. Along with this comes the rising concern about its security risks. The generated videos may contain illegal or unethical content, and there is a lack of…

计算机视觉与模式识别 · 计算机科学 2024-09-10 Yibo Miao , Yifan Zhu , Yinpeng Dong , Lijia Yu , Jun Zhu , Xiao-Shan Gao

The rapid development of text-to-image generation has brought rising ethical considerations, especially regarding gender bias. Given a text prompt as input, text-to-image models generate images according to the prompt. Pioneering models…

计算机与社会 · 计算机科学 2024-08-22 Yankun Wu , Yuta Nakashima , Noa Garcia

Text-to-video (T2V) diffusion models have achieved rapid progress, yet their demographic biases, particularly gender bias, remain largely unexplored. We present FairT2V, a training-free debiasing framework for text-to-video generation that…

计算机视觉与模式识别 · 计算机科学 2026-01-29 Haonan Zhong , Wei Song , Tingxu Han , Maurice Pagnucco , Jingling Xue , Yang Song

The recent advancement of large and powerful models with Text-to-Image (T2I) generation abilities -- such as OpenAI's DALLE-3 and Google's Gemini -- enables users to generate high-quality images from textual prompts. However, it has become…

计算机视觉与模式识别 · 计算机科学 2024-05-03 Yixin Wan , Arjun Subramonian , Anaelia Ovalle , Zongyu Lin , Ashima Suvarna , Christina Chance , Hritik Bansal , Rebecca Pattichis , Kai-Wei Chang

As AI-generated video platforms rapidly advance, ethical challenges such as copyright infringement emerge. This study examines how users make sense of AI-generated videos on OpenAI's Sora by conducting a qualitative content analysis of user…

人机交互 · 计算机科学 2025-12-08 Bohui Shen , Shrikar Bhatta , Alex Ireebanije , Zexuan Liu , Abhinav Choudhry , Ece Gumusel , Kyrie Zhixuan Zhou

Text-to-Image (TTI) generative models have shown great progress in the past few years in terms of their ability to generate complex and high-quality imagery. At the same time, these models have been shown to suffer from harmful biases,…

计算机视觉与模式识别 · 计算机科学 2024-07-18 Aditya Chinchure , Pushkar Shukla , Gaurav Bhatt , Kiri Salij , Kartik Hosanagar , Leonid Sigal , Matthew Turk

OpenAI's Sora highlights the potential of video generation for developing world models that adhere to fundamental physical laws. However, the ability of video generation models to discover such laws purely from visual data without human…

计算机视觉与模式识别 · 计算机科学 2025-06-24 Bingyi Kang , Yang Yue , Rui Lu , Zhijie Lin , Yang Zhao , Kaixin Wang , Gao Huang , Jiashi Feng

Vast availability of text data has enabled widespread training and use of AI systems that not only learn and predict attributes from the text but also generate text automatically. However, these AI models also learn gender, racial and…

计算与语言 · 计算机科学 2018-04-12 Nishtha Madaan , Gautam Singh , Sameep Mehta , Aditya Chetan , Brihi Joshi
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