近日，在北京智源大会上，Sora团队研究负责人、DALL·E系列主要作者Aditya Ramesh分享了在AI领域，特别是图像和视频生成领域正在发生的一场深刻变革。他指出，当前文生视频领域正迎来一个新的范式转换阶段。
Aditya提到，从iGPT和DALL·E 1开始，OpenAI在图像和视频生成领域发现了一系列范式改变。其中，CLIP的成功突显了文字描述在图像生成模型训练中的重要性。他认为，当前AI领域正朝着一种单一范式——Transformer发展，目标函数也已经优化到相对固定的水平。
在这一新的阶段，AI科研人员的工作重点在于对数据集进行攀登，建构更为精确的数据结构模型，以更好地模拟现实世界。这一变革将为图像和视频生成带来更为广阔的发展空间，为媒体、娱乐、广告等领域提供更多可能性。
对于未来的发展，Aditya充满信心。他表示，随着技术的不断进步和数据的不断积累，AI在图像和视频生成领域的能力将更加强大。而Sora团队也将继续深入研究，为行业带来更多的创新和突破。
此次分享会引发业内专家学者的广泛关注与讨论。未来，AI在图像和视频生成领域的变革将持续深入，为人们的生活带来更多精彩与便利。
英语如下：
News Title: “AI Image Video Generation Enters a New Paradigm: OpenAI Unveils CLIP Revolution and Transformer Unification”
Keywords: 1. Text-to-Video Generation New Paradigm Shift
News Content:
Sora Team Unveils New Paradigm Shift in AI: Transformations in Image and Video Generation and Future Prospects
Recently, at the Beijing Intelligence Source Conference, the research leader of the Sora team and the main author of the DALL·E series, Aditya Ramesh, shared the profound transformation taking place in the AI field, especially in the field of image and video generation. He pointed out that the current text-to-video generation field is undergoing a new paradigm shift phase.
Aditya mentioned that starting from iGPT and DALL·E 1, OpenAI has discovered a series of paradigm shifts in image and video generation. Among them, the success of CLIP highlights the importance of textual descriptions in image generation model training. He believes that the current AI field is developing towards a single paradigm, the Transformer, and the objective function has also been optimized to a relatively fixed level.
In this new stage, the focus of AI researchers is to climb on the dataset and build a more accurate data structure model to better simulate the real world. This transformation will bring more development space for image and video generation, providing more possibilities for fields such as media, entertainment, advertising, etc.
Aditya is confident about the future development. He said that with the continuous progress of technology and accumulation of data, AI will become more powerful in the field of image and video generation. The Sora team will also continue to conduct deep research to bring more innovation and breakthroughs to the industry.
This sharing session has attracted widespread attention and discussion from industry experts and scholars. In the future, the transformation of AI in the field of image and video generation will continue to deepen, bringing more excitement and convenience to people’s lives.
【来源】https://new.qq.com/rain/a/20240614A07B5Q00
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