Papers Task Graph Learning
“Task Graph Learning” 태그가 달린 논문 2편 · 필터 해제
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos
2025-02-25
· Luigi Seminara, Giovanni Maria Farinella, Antonino Furnari
We introduce a gradient-based approach for learning task graphs from procedural activities, improving over hand-crafted methods. Our method directly optimizes edge weights via maximum likelihood, enabling integration int…
Graph LearningMistake DetectionOnline Mistake DetectionTask Graph Learning+1Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
2024-06-03
· Luigi Seminara, Giovanni Maria Farinella, Antonino Furnari
Procedural activities are sequences of key-steps aimed at achieving specific goals. They are crucial to build intelligent agents able to assist users effectively. In this context, task graphs have emerged as a human-unde…
Mistake DetectionOnline Mistake DetectionTask Graph LearningVideo Understanding
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