Detecting backdoor attacks on deep neural networks by activation clustering B Chen, W Carvalho, N Baracaldo, H Ludwig, B Edwards, T Lee, I Molloy, ... arXiv preprint arXiv:1811.03728, 2018 | 831 | 2018 |
Variational Recurrent Adversarial Deep Domain Adaptation S Purushotham, W Carvalho, T Nilanon, Y Liu ICLR, 2017 | 150* | 2017 |
Using gradients to detect backdoors in neural networks W Carvalho, B Chen, BJ Edwards, T Lee, IM Molloy, J Zhang US Patent 11,132,444, 2021 | 56 | 2021 |
Successor feature landmarks for long-horizon goal-conditioned reinforcement learning C Hoang, S Sohn, J Choi, W Carvalho, H Lee Advances in neural information processing systems 34, 26963-26975, 2021 | 30 | 2021 |
Detecting poisoning attacks on neural networks by activation clustering B Chen, W Carvalho, HH Ludwig, IM Molloy, T Lee, J Zhang, BJ Edwards US Patent 11,188,789, 2021 | 14 | 2021 |
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments W Carvalho, A Liang, K Lee, S Sohn, H Lee, RL Lewis, S Singh IJCAI, 2021 | 11 | 2021 |
Composing task knowledge with modular successor feature approximators W Carvalho, A Filos, RL Lewis, S Singh ICLR, 2023 | 9 | 2023 |
Feature-attending recurrent modules for generalization in reinforcement learning W Carvalho, A Lampinen, K Nikiforou, F Hill, M Shanahan arXiv preprint arXiv:2112.08369, 2021 | 6 | 2021 |
Combining behaviors with the successor features keyboard WC Carvalho, A Saraiva, A Filos, A Lampinen, L Matthey, RL Lewis, ... Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
Learning compositional tasks from language instructions L Logeswaran, W Carvalho, H Lee Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13300 …, 2023 | 4 | 2023 |
Predictive representations: building blocks of intelligence W Carvalho, MS Tomov, W de Cothi, C Barry, SJ Gershman arXiv preprint arXiv:2402.06590, 2024 | 2 | 2024 |
Reinforcement Learning Agents that Discover Structured Representations W Carvalho | | 2023 |