On the Sensitivity of Adversarial Robustness to Input Data Distributions
International Conference on Learning Representations (ICLR), 2019
Authors: G. Weiguang Ding , K. Lui , T. Jin, L. Wang, R. Huang
Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL
Workshop on Reinforcement Learning in Games (AAAI), 2019
Authors: B. Kartal, P. Hernandez-Leal , M. E. Taylor
Few-Shot Self Reminder to Overcome Catastrophic Forgetting
Workshop on Continual Learning (NeurIPS), 2018
Authors: J. Wen, Y. Cao , R. Huang
Skill Reuse in Partially Observable Multiagent Environments
Workshop on Latinx in AI Coalition (NeurIPS), 2018
Authors: P. Hernandez-Leal , B. Kartal, M. E. Taylor
On Learning Wire-Length Efficient Neural Networks
Workshop on Compact Deep Neural Network Representation (NeurIPS), 2018
Authors: L. Wang, G. Castiglione , C. Srinivasa , M. Brubaker
Compositional Hard Negatives for Visual Semantic Embeddings via an Adversary
Workshop on ViGIL (NeurIPS), 2018
Authors: *A. J. Bose, *H. Ling, Y. Cao
* Denotes equal contribution
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
Neural Information Processing Systems (NeurIPS), 2018
Authors: K. Lui , G. W. Ding , R. Huang, R.J. McCann
Adversarial Contrastive Estimation
Association for Computational Linguistics (ACL), 2018
Authors: *A. J. Bose, *H. Ling, *Y. Cao
* Denotes equal contribution
Improving Reinforcement Learning with Human Input
International Joint Conference on Artificial Intelligence (IJCAI), 2018
Authors: M. E. Taylor
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
International Conference on Learning Representations (ICLR), 2018
Authors: Y. Cao , G. W. Ding , K. Lui , R. Huang
Min-Max Propagation
Neural Information Processing Systems (NIPS), 2017
Authors: C. Srinivasa , I. Givoni, S. Ravanbahksh, B. J. Frey