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05/16/2023
Learning Higher-order Object Interactions for Keypoint-based Video Understanding
Action recognition is an important problem that requires identifying act...
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01/20/2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval
Self-supervised video representation learning has been shown to effectiv...
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12/31/2021
SplitBrain: Hybrid Data and Model Parallel Deep Learning
The recent success of deep learning applications has coincided with thos...
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12/11/2021
COMPOSER: Compositional Learning of Group Activity in Videos
Group Activity Recognition (GAR) detects the activity performed by a gro...
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03/19/2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
This paper considers the problem of spatiotemporal object-centric reason...
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12/05/2019
15 Keypoints Is All You Need
Pose tracking is an important problem that requires identifying unique h...
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11/05/2019
Contextual Grounding of Natural Language Entities in Images
In this paper, we introduce a contextual grounding approach that capture...
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01/20/2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding
Existing visual reasoning datasets such as Visual Question Answering (VQ...
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11/26/2018