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09/19/2023
SHOWMe: Benchmarking Object-agnostic Hand-Object 3D Reconstruction
Recent hand-object interaction datasets show limited real object variabi...
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10/19/2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting
We address the problem of action-conditioned generation of human motion ...
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08/22/2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling
Training state-of-the-art models for human pose estimation in videos req...
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02/01/2022
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space
Learning causal relationships in high-dimensional data (images, videos) ...
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10/18/2021
Leveraging MoCap Data for Human Mesh Recovery
Training state-of-the-art models for human body pose and shape recovery ...
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09/26/2019
COPHY: Counterfactual Learning of Physical Dynamics
Understanding causes and effects in mechanical systems is an essential c...
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06/13/2019
Contrastive Bidirectional Transformer for Temporal Representation Learning
This paper aims at learning representations for long sequences of contin...
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06/16/2018
Object Level Visual Reasoning in Videos
Human activity recognition is typically addressed by training models to ...
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02/22/2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points
We propose a method for human activity recognition from RGB data which d...
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12/20/2017
Human Action Recognition: Pose-based Attention draws focus to Hands
We propose a new spatio-temporal attention based mechanism for human act...
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03/29/2017