他在技术领域内的位置如下图。视频描述生成与视频问答(Video Question Answering),视频评论(Video Commenting)等任务非常相关,都可以归属于视频与语言任务下。 虽然视频描述生成涉及了两个领域,但是经过统计,更多的论文还是发表在了以CVPR, ICCV, ACM MM, AAAI, IJCAI等计算机视觉和机器学习为主的会议上,而非ACL,EMN...
Attention modelMemory networkRecurrent neural networksFeature fusionVideo question answering (VideoQA) automatically answers natural language question according to the content of videos. It promotes the development of online education, scenario analysis, video content retrieving, etc. VideoQA is a ...
论文题目:A Simple LLM Framework for Long-Range Video Question-Answering / LLoVi 论文地址:http://arxiv.org/abs/2312.17235 代码:https://github.com/CeeZh/LLoVi Lilian's blog: LLM Powered Autonomous Agents https://lilianweng.github.io/posts/2023-06-23-agent/ What's this? https://github.com...
Long-term Video Understanding:LVU, Breakfast, COIN Video Question Answering:MSRVTT-QA, MSVD-QA, and ActivityNetQA Video Captioning:MSRVTT, MSVD and Youcook2 Online Action Prediction:EpicKitchens-100 训练 LLM 用的 vicuna,然后看github是用的 InstructBlip 的预训练权重,然后在各数据集上做微调。 个人...
video-question-answering Public Notifications Fork 27 Star 154 Code Pull requests Actions Security Insights xudejing/video-question-answeringmaster 1 Branch0 Tags Code Folders and files Latest commit Dejing Xu Update README.md 462f6e5· Dec 5, 2017 History3 Commits model util .gitignore...
Video question answering (VideoQA) is a fundamental yet important multimedia understanding task [1] that requires a joint understanding of low-level video content and high-level textual semantics. As shown in Figure 1(a), given a natural language question and a video, the VideoQA model aims ...
补充一个最近看到的video qa相关的文章 Focal Visual-Text Attention for Visual Question Answering CVPR...
对于question,先用 Glove 300-D 得到 embedding,然后用 LSTM 对这些向量进行处理。 2.2 Heterogeneous Video Memory: 与常规的 external memory network 不同,作者新设计的网络处理多个输入,包括编码的 motion feature,appearance feature;用多个 write heads 来决定内容的写入,如图 3 所示。其中的 memory slots M =...
However, InVideo’s subscription model also poses some problems. While monthly or yearly payments allow for full access, your videos can only be accessed during your subscription term. That means, if you ever cancel, you’ll lose the ability to get your past unexported videos out of InVideo...
* [推荐]题目: Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models* PDF: arxiv.org/abs/2308.0936* 作者: Dohwan Ko,Ji Soo Lee,Miso Choi,Jaewon Chu,Jihwan Park,Hyunwoo J. Kim* 其他: Accepted paper at ICCV 2023* ...