Fairness in deep learning: A survey on vision and language research O Parraga, MD More, CM Oliveira, NS Gavenski, LS Kupssinskü, ... ACM Computing Surveys, 2023 | 30* | 2023 |
Efficient counterfactual debiasing for visual question answering C Kolling, M More, N Gavenski, E Pooch, O Parraga, RC Barros Proceedings of the IEEE/CVF winter conference on applications of computer …, 2022 | 23 | 2022 |
Attention-based 3D Object Reconstruction from a Single Image A Salvi, N Gavenski, E Pooch, F Tasoniero, R Barros 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 11 | 2020 |
Augmented Behavioral Cloning from Observation J Monteiro, N Gavenski, R Granada, F Meneguzzi, R Barros 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 11 | 2020 |
Imitating Unknown Policies via Exploration N Gavenski, J Monteiro, R Granada, F Meneguzzi, RC Barros 2020 British Machine Vision Conference (BMVC), 2020 | 9 | 2020 |
How resilient are imitation learning methods to sub-optimal experts? N Gavenski, J Monteiro, A Medronha, RC Barros Brazilian Conference on Intelligent Systems, 449-463, 2022 | 3 | 2022 |
Self-supervised imitation learning from observation N Gavenski, R Barros Pontifícia Universidade Católica do Rio Grande do Sul, 2021 | 3 | 2021 |
Object-based goal recognition using real-world data R Granada, J Monteiro, N Gavenski, F Meneguzzi Mexican International Conference on Artificial Intelligence, 325-337, 2020 | 3 | 2020 |
Imitation Learning: A Survey of Learning Methods, Environments and Metrics N Gavenski, O Rodrigues, M Luck arXiv preprint arXiv:2404.19456, 2024 | 1 | 2024 |
Self-Supervised Adversarial Imitation Learning J Monteiro, N Gavenski, F Meneguzzi, RC Barros 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 1 | 2023 |
Imitation Learning Datasets: A Toolkit For Creating Datasets, Training Agents and Benchmarking N Gavenski, M Luck, O Rodrigues arXiv preprint arXiv:2403.00550, 2024 | | 2024 |
Artificial intelligence to predict the need for mechanical ventilation in cases of severe COVID-19 MF Godoy, JM Chatkin, RS Rodrigues, GC Forte, E Marchiori, N Gavenski, ... Radiologia Brasileira 56, 81-85, 2023 | | 2023 |