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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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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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01/27/2021
A Multi-Scale Conditional Deep Model for Tumor Cell Ratio Counting
We propose a method to accurately obtain the ratio of tumor cells over a...
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05/23/2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation
We propose a sequential variational autoencoder to learn disentangled re...
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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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04/22/2019
Tripping through time: Efficient Localization of Activities in Videos
Localizing moments in untrimmed videos via language queries is a new and...
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11/16/2017
Grounded Objects and Interactions for Video Captioning
We address the problem of video captioning by grounding language generat...
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11/16/2017
Attend and Interact: Higher-Order Object Interactions for Video Understanding
Human actions often involve complex interactions across several inter-re...
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08/31/2016
