论文标题
Epic-kitchens Action Efifentation挑战2022的第一名解决方案
1st Place Solution to the EPIC-Kitchens Action Anticipation Challenge 2022
论文作者
论文摘要
在本报告中，我们描述了我们提交给Epic-Kitchens Action Prayitation挑战的技术细节。2022年。在本次比赛中，我们开发了以下两种方法。 1）使用教师模型学到的软标签作为指导学生网络学习预期时间的信息； 2）动词名词关系模块，用于建立动词和名词之间的关系。我们的方法在2022年的Epic-Kitchens Action Truecation Challenge挑战的测试集上实现了最先进的结果。
In this report, we describe the technical details of our submission to the EPIC-Kitchens Action Anticipation Challenge 2022. In this competition, we develop the following two approaches. 1) Anticipation Time Knowledge Distillation using the soft labels learned by the teacher model as knowledge to guide the student network to learn the information of anticipation time; 2) Verb-Noun Relation Module for building the relationship between verbs and nouns. Our method achieves state-of-the-art results on the testing set of EPIC-Kitchens Action Anticipation Challenge 2022.
