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Unsupervised Multilingual Alignment using Wasserstein Barycenter
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Authors: X. Lian, K. Jain , J. Truszkowski , P. Poupart, Y. Yu
Abstract Paper BibTeX
Better Long-Range Dependency by Bootstrapping A Mutual Information Regularizer
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Authors: Y. Cao , P. Xu
Abstract Paper BibTeX
Multi Type Mean Field Reinforcement Learning
International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2020
Authors: S. Subramanian, P. Poupart, M. E. Taylor, N. Hegde
Abstract Paper BibTeX
Temporally Extended Auxiliary Tasks
Workshop on Adaptive and Learning Agents (AAMAS), 2020
Authors: C. Sherstan, B. Kartal, P. Hernandez-Leal , M. E. Taylor
Abstract Paper BibTeX
Max-Margin Adversarial Training: Direct Input Space Margin Maximization through Adversarial Training
International Conference on Learning Representations (ICLR), 2020
Authors: G. W. Ding , Y. Sharma, K. Lui , R. Huang
Abstract Paper BibTeX
Representation Learning for Dynamic Graphs: A Survey
Journal of Machine Learning Research (JMLR), 2020
Authors: M. Kazemi , R. Goel, K. Jain , I. Kobyzev , A. Sethi, P. Forsyth , P. Poupart
Abstract Paper BibTeX
Adapting Grad-CAM for Embedding Networks
IEEE Winter Conference on Applications of Computer Vision (WACV), 2020
Authors: L. Chen, J. Chen , H. Hajimirsadeghi , G. Mori
Abstract Paper
Diachronic Embedding for Temporal Knowledge Graph Completion
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Authors: R. Goel, S. M. Kazemi , M. A. Brubaker, P. Poupart
Abstract Paper BibTeX Blog
Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Authors: F. L. Da Silva, P. Hernandez-Leal , B. Kartal, M. E. Taylor
Abstract Paper BibTeX
Point Process Flows
Workshop on Learning with Temporal Point Processes (NeurIPS), 2019
Authors: *N. Mehrasa, *R. Deng , M. O. Ahmed , B. Chang , J. He , T. Durand , M. A. Brubaker, G. Mori
* Denotes equal contribution
Abstract Paper BibTeX
Evaluating Lossy Compression Rates of Deep Generative Models
Workshop on Bayesian Deep Learning (NeurIPS), 2019
Authors: S. Huang, A. Makhzani, Y. Cao , R. Grosse
Abstract Paper