Video Understanding as Machine Translation 来自 arXiv.org 喜欢 0 阅读量: 126 作者:B Korbar,F Petroni,R Girdhar,L Torresani 摘要: With the advent of large-scale multimodal video datasets, especially sequences with audio or transcribed speech, there has been a growing interest in self-...
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Vision to language problems, such as video annotation, or visual question answering, stand out from the perceptual video understanding tasks (e.g., classification) through their cognitive nature and their tight connection to the field of natural language processing. While most of the current ...
In this subsection we perform an empirical study aimed at understanding the distinguishing properties of TimeSformer compared to 3D convolutional architectures, which have been the prominent approach to video understanding in recent years. We focus our comparison on two 3D CNN models: 1) SlowFast (Fe...
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Hunyuan-DiT A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding. arXiv Image IC-Light IC-Light is a project to manipulate the illumination of images. Image Ideogram Helping people become more creative. Image Imagen Imagen is an AI system that creates photorealisti...
Video summarization, as one of the comprehensive video understanding tasks, is extremely difficult and requires a large amount of data in deep learning architecture. However, the collection of such summarization labels is time- consuming and labor-intensive, resulting in an insufficient dataset. Since...
VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation (14 Dec 2023)Jinguo Zhu, Xiaohan Ding, Yixiao Ge, et al. Jinguo Zhu, Xiaohan Ding, Yixiao Ge, Yuying Ge, Sijie Zhao, Hengshuang Zhao, Xiaohua Wang, Ying Shan StoryGPT-V: Large Language...
Part 3Understanding 6 Top Video Recognition Software Video Recognition AISoftware (VRS) is an AI-powered software that works with digital video surveillance systems to recognize and detect threats. In addition, these threats can be single objects like knives and guns or more complex disturbances and...
2024-06-03 A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski et.al. 2405.20956 null 2024-05-30 MotionLLM: Understanding Human Behaviors from Human Motions and Videos Ling-Ha...