Fairness in Deep Learning: A Survey on Vision and Language Research von Parraga, Otavio, More, Martin D., Oliveira, Christian M., Gavenski, Nathan S., Kupssinskü, Lucas S., Medronha, Adilson, Moura, Luis V., Simões, Gabriel S., Barros, Rodrigo C.

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Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey von Parraga, Otávio, More, Martin D, Oliveira, Christian M, Gavenski, Nathan S, Kupssinskü, Lucas S, Medronha, Adilson, Moura, Luis V, Simões, Gabriel S, Barros, Rodrigo C

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How Resilient Are Imitation Learning Methods to Sub-optimal Experts? von Gavenski, Nathan, Monteiro, Juarez, Medronha, Adilson, Barros, Rodrigo C.

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Artificial intelligence to predict the need for mechanical ventilation in cases of severe COVID-19 von Godoy, Mariana Frizzo de, Chatkin, José Miguel, Rodrigues, Rosana Souza, Forte, Gabriele Carra, Marchiori, Edson, Gavenski, Nathan, Barros, Rodrigo Coelho, Hochhegger, Bruno

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Artificial intelligence to predict the need for mechanical ventilation in cases of severe COVID-19 von de Godoy, Mariana Frizzo, Chatkin, José Miguel, Rodrigues, Rosana Souza, Forte, Gabriele Carra, Marchiori, Edson, Gavenski, Nathan, Barros, Rodrigo Coelho, Hochhegger, Bruno

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Object-Based Goal Recognition Using Real-World Data von Granada, Roger, Monteiro, Juarez, Gavenski, Nathan, Meneguzzi, Felipe

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Imitation Learning Datasets: A Toolkit For Creating Datasets, Training Agents and Benchmarking von Gavenski, Nathan, Luck, Michael, Rodrigues, Odinaldo

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Explorative Imitation Learning: A Path Signature Approach for Continuous Environments von Gavenski, Nathan, Monteiro, Juarez, Meneguzzi, Felipe, Luck, Michael, Rodrigues, Odinaldo

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A Survey of Imitation Learning Methods, Environments and Metrics von Gavenski, Nathan, Meneguzzi, Felipe, Luck, Michael, Rodrigues, Odinaldo

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Self-Supervised Adversarial Imitation Learning von Monteiro, Juarez, Gavenski, Nathan, Meneguzzi, Felipe, Barros, Rodrigo C

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Imitation Learning Datasets: A Toolkit For Creating Datasets, Training Agents and Benchmarking von Gavenski, Nathan, Luck, Michael, Rodrigues, Odinaldo

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Attention-based 3D Object Reconstruction from a Single Image von Salvi, Andrey, Gavenski, Nathan, Pooch, Eduardo, Tasoniero, Felipe, Barros, Rodrigo

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A Survey of Imitation Learning Methods, Environments and Metrics von Gavenski, Nathan, Meneguzzi, Felipe, Luck, Michael, Rodrigues, Odinaldo

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Explorative Imitation Learning: A Path Signature Approach for Continuous Environments von Gavenski, Nathan, Monteiro, Juarez, Meneguzzi, Felipe, Luck, Michael, Rodrigues, Odinaldo

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Augmented Behavioral Cloning from Observation von Monteiro, Juarez, Gavenski, Nathan, Granada, Roger, Meneguzzi, Felipe, Barros, Rodrigo

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Self-Supervised Adversarial Imitation Learning von Monteiro, Juarez, Gavenski, Nathan, Meneguzzi, Felipe, Barros, Rodrigo C

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Imitating Unknown Policies via Exploration von Gavenski, Nathan, Monteiro, Juarez, Granada, Roger, Meneguzzi, Felipe, Barros, Rodrigo C

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Attention-based 3D Object Reconstruction from a Single Image von Salvi, Andrey, Gavenski, Nathan, Pooch, Eduardo, Tasoniero, Felipe, Barros, Rodrigo

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Augmented Behavioral Cloning from Observation von Monteiro, Juarez, Gavenski, Nathan, Granada, Roger, Meneguzzi, Felipe, Barros, Rodrigo

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Artificial intelligence to predict the need for mechanical ventilation in cases of severe COVID-19 von Godoy, Mariana Frizzo de, Chatkin, José Miguel, Rodrigues, Rosana Souza, Forte, Gabriele Carra, Marchiori, Edson, Gavenski, Nathan, Barros, Rodrigo Coelho, Hochhegger, Bruno

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