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Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method



Washington Ramos , Michel Silva , Edson Araujo , Victor Moura , Keller Oliveira , Leandro Soriano Marcolino , Erickson R. Nascimento

* Accepted to the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022. arXiv admin note: text overlap with arXiv:2003.14229 

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Learning Geodesic-Aware Local Features from RGB-D Images



Guilherme Potje , Renato Martins , Felipe Cadar , Erickson R. Nascimento

* This is a preprint version of the paper to appear at Computer Vision and Image Understanding (CVIU). The final journal version will be available at https://doi.org/10.1016/j.cviu.2022.103409 

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Extracting Deformation-Aware Local Features by Learning to Deform



Guilherme Potje , Renato Martins , Felipe Cadar , Erickson R. Nascimento

* To appear in Proceedings of the Thirty-fifth Annual Conference on Neural Information Processing Systems (NeurIPS) 2021 

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Creating and Reenacting Controllable 3D Humans with Differentiable Rendering



Thiago L. Gomes , Thiago M. Coutinho , Rafael Azevedo , Renato Martins , Erickson R. Nascimento

* 10 pages, 6 figures, to appear in Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) 2022 

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On Development and Evaluation of Retargeting Human Motion and Appearance in Monocular Videos



Thiago L. Gomes , Renato Martins , João Ferreira , Rafael Azevedo , Guilherme Torres , Erickson R. Nascimento

* 19 pages, 13 figures 

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Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio



João P. Ferreira , Thiago M. Coutinho , Thiago L. Gomes , José F. Neto , Rafael Azevedo , Renato Martins , Erickson R. Nascimento

* Accepted at the Elsevier Computers & Graphics (C&G) 2020 

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Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues



Renato Martins , Dhiego Bersan , Mario F. M. Campos , Erickson R. Nascimento

* Preprint version of the article to appear at Journal of Intelligent & Robotic Systems (2020) 

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Do As I Do: Transferring Human Motion and Appearance between Monocular Videos with Spatial and Temporal Constraints



Thiago L. Gomes , Renato Martins , João Ferreira , Erickson R. Nascimento

* 10 pages, 8 figures, to appear in Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) 2020 

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Personalizing Fast-Forward Videos Based on Visual and Textual Features from Social Network



Washington L. S. Ramos , Michel M. Silva , Edson R. Araujo , Alan C. Neves , Erickson R. Nascimento


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