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Procedure Learning

Given a set of videos of the same task, the goal is to identify the key-steps required to perform the task.

Papers

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Showing 1–15 of 15 papers

TitleStatusHype
HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videosCode1
My View is the Best View: Procedure Learning from Egocentric VideosCode1
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities—0
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis—0
Decomposed Inductive Procedure Learning—0
Decomposed Inductive Procedure Learning: Learning Academic Tasks with Human-Like Data Efficiency—0
EAGLE: Egocentric AGgregated Language-video Engine—0
Introduction to Soar—0
PLOTS: Procedure Learning from Observations using Subtask Structure—0
Self-Supervised Multi-Task Procedure Learning from Instructional Videos—0
Unsupervised Procedure Learning via Joint Dynamic Summarization—0
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy—0
PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback—0
United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos—0
Towards Automatic Learning of Procedures from Web Instructional VideosCode0
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