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Few-Shot Self Reminder to Overcome Catastrophic Forgetting
Neural Information Processing Systems (Workshop on Continual Learning), 2018
Authors: J. Wen, Y. Cao , R. Huang
Abstract
Compositional Hard Negatives for Visual Semantic Embeddings via an Adversary
Neural Information Processing Systems (Workshop on ViGIL), 2018
Authors: *A. J. Bose, *H. Ling, Y. Cao
* Denotes equal contribution
Abstract
On the Sensitivity of Adversarial Robustness to Input Data Distributions
Neural Information Processing Systems (Workshop on Security in Machine Learning), 2018
Authors: G. Weiguang Ding , K. Lui , X. Jin, L. Wang , R. Huang
Abstract
On Learning Wire-Length Efficient Neural Networks
Neural Information Processing Systems (Workshop on Compact Deep Neural Network Representation), 2018
Authors: C. Blake , L. Wang , G. Castiglione , C. Srinivasa , M. Brubaker
Abstract
Skill Reuse in Partially Observable Multiagent Environments
Neural Information Processing Systems (Workshop on Latinx in AI Coalition), 2018
Authors: P. Hernandez-Leal , B. Kartal , M. Taylor
Abstract Paper Blog
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
Neural Information Processing Systems, 2018
Authors: K. Lui , G. W. Ding , R. Huang , R.J. McCann
Abstract Paper BibTeX Blog
Improving Reinforcement Learning with Human Input
International Joint Conference on Artificial Intelligence, 2018
Authors: M. E. Taylor
Abstract Paper BibTeX Blog
Adversarial Contrastive Estimation
Association for Computational Linguistics (Long Paper), 2018
Authors: *A. J. Bose, *H. Ling, *Y. Cao
* Denotes equal contribution
Abstract Paper BibTeX Blog
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
International Conference on Learning Representations, 2018
Authors: Y. Cao , G. W. Ding , K. Lui , R. Huang
Abstract Paper BibTeX Blog
Min-Max Propagation
Neural Information Processing Systems, 2017
Authors: C. Srinivasa , I. Givoni, S. Ravanbahksh, B. J. Frey
Abstract Paper BibTeX
Implicit Manifold Learning on Generative Adversarial Networks
International Conference on Machine Learning (Workshop on Implicit Models), 2017
Authors: K. Lui , Y. Cao , M. Gazeau , K. S. Zhang
Abstract Paper BibTeX Blog