University of California-Davis
Neural language models have been widely used in various NLP tasks, inclu...
10/29/2018 ∙ by Patrick H. Chen, et al. ∙
Model compression is essential for serving large deep neural nets on dev...
06/18/2018 ∙ by Patrick H. Chen, et al. ∙
Contextual representation models have achieved great success in improvin...
02/28/2019 ∙ by Liunian Harold Li, et al. ∙
In this paper, we propose a new method to overcome catastrophic forgetti...
12/03/2019 ∙ by Patrick H. Chen, et al. ∙
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IRIS: Implicit Reinforcement without Interaction at Scale for Learning
Control from Offline Robot Manipulation Data
11/13/2019 ∙ by Ajay Mandlekar ∙
Basic Principles of Clustering Methods
11/18/2019 ∙ by Alexander Jung ∙
Motion Reasoning for Goal-Based Imitation Learning
11/13/2019 ∙ by De-An Huang ∙
Finding Social Media Trolls: Dynamic Keyword Selection Methods for
Rapidly-Evolving Online Debates
11/13/2019 ∙ by Anqi Liu ∙
Deep learning for cardiac image segmentation: A review
11/09/2019 ∙ by Chen Chen ∙
Efficient Saliency Maps for Explainable AI
11/26/2019 ∙ by T. Nathan Mundhenk ∙
The Deep Learning Revolution and Its Implications for Computer
Architecture and Chip Design
11/13/2019 ∙ by Jeffrey Dean ∙
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