{"id":87,"date":"2022-03-01T18:13:10","date_gmt":"2022-03-01T18:13:10","guid":{"rendered":"https:\/\/wp.lancs.ac.uk\/colab\/?p=87"},"modified":"2022-07-26T03:21:13","modified_gmt":"2022-07-26T02:21:13","slug":"paper-in-tpami-text-driven-video-acceleration","status":"publish","type":"post","link":"https:\/\/wp.lancs.ac.uk\/colab\/2022\/03\/01\/paper-in-tpami-text-driven-video-acceleration\/","title":{"rendered":"Paper in TPAMI: Text-driven video acceleration"},"content":{"rendered":"<p>Our work &#8220;Text-driven video acceleration: A weakly-supervised reinforcement learning method&#8221; was accepted at the IEEE Transactions on Pattern Analysis and Machine Intelligence. The paper presents a novel method to automatically accelerate instructional videos based on the corresponding textual instructions. Check our video below:<\/p>\n<p><iframe loading=\"lazy\" title=\"TPAMI 2022: Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method\" width=\"676\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/_CfuKjdZUlE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>The paper is available <a href=\"https:\/\/eprints.lancs.ac.uk\/id\/eprint\/167980\/2\/TextDrivenVideoAcceleration_TPAMI2022.pdf\">here<\/a>. The source code of our algorithm is also available on Github at <a href=\"https:\/\/github.com\/verlab\/TextDrivenVideoAcceleration_TPAMI_2022\">https:\/\/github.com\/verlab\/TextDrivenVideoAcceleration_TPAMI_2022<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our work &#8220;Text-driven video acceleration: A weakly-supervised reinforcement learning method&#8221; was accepted at the IEEE Transactions on Pattern Analysis and Machine Intelligence. The paper presents a novel method to automatically accelerate instructional videos based on the corresponding textual instructions. Check our video below: The paper is available here. The source code of our algorithm is [&hellip;]<\/p>\n","protected":false},"author":1432,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-87","post","type-post","status-publish","format-standard","hentry","category-news"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/87","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/users\/1432"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/comments?post=87"}],"version-history":[{"count":2,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/87\/revisions"}],"predecessor-version":[{"id":89,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/87\/revisions\/89"}],"wp:attachment":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/media?parent=87"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/categories?post=87"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/tags?post=87"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}