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07/11/2023
A Modular Multimodal Architecture for Gaze Target Prediction: Application to Privacy-Sensitive Settings
Predicting where a person is looking is a complex task, requiring to und...
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07/04/2023
ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour
Gaze behaviors such as eye-contact or shared attention are important mar...
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09/15/2021
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers
We propose to leverage Transformer architectures for non-autoregressive ...
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08/02/2021
An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning
Humans effortlessly solve pushing tasks in everyday life but unlocking t...
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11/10/2020
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation
We propose to leverage recent advances in reliable 2D pose estimation wi...
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11/04/2020
IEEE SLT 2021 Alpha-mini Speech Challenge: Open Datasets, Tracks, Rules and Baselines
The IEEE Spoken Language Technology Workshop (SLT) 2021 Alpha-mini Speec...
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12/02/2019
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation
Achieving robust multi-person 2D body landmark localization and pose est...
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11/16/2019
Unsupervised Representation Learning for Gaze Estimation
Although automatic gaze estimation is very important to a large variety ...
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10/30/2019
Real-time Convolutional Networks for Depth-based Human Pose Estimation
We propose to combine recent Convolutional Neural Networks (CNN) models ...
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09/15/2019
MuMMER: Socially Intelligent Human-Robot Interaction in Public Spaces
In the EU-funded MuMMER project, we have developed a social robot design...
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04/24/2019
Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis
As an indicator of human attention gaze is a subtle behavioral cue which...
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04/20/2019
A Differential Approach for Gaze Estimation
Non-invasive gaze estimation methods usually regress gaze directions dir...
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12/06/2018
Theoretical Guarantees of Deep Embedding Losses Under Label Noise
Collecting labeled data to train deep neural networks is costly and even...
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11/30/2017
Deep Neural Networks for Multiple Speaker Detection and Localization
We propose to use neural networks (NNs) for simultaneous detection and l...
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07/10/2017