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Found 4 papers, 4 papers with code
On the Utility of 3D Hand Poses for Action Recognition
3D hand poses are an under-explored modality for action recognition.
Ranked #1 on
3D Action Recognition
on Assembly101
Opening the Vocabulary of Egocentric Actions
Given a set of verbs and objects observed during training, the goal is to generalize the verbs to an open vocabulary of actions with seen and novel objects.
Ranked #1 on
Open Vocabulary Action Recognition
on Assembly101
(using extra training data)
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities
Assembly101 is a new procedural activity dataset featuring 4321 videos of people assembling and disassembling 101 "take-apart" toy vehicles.
Technical Report: Temporal Aggregate Representations
At what temporal scale should they be derived?
Ranked #5 on
Action Anticipation
on EPIC-KITCHENS-100 (test)
