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04/13/2022
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection
The last decade has witnessed a surge in the interaction of people throu...
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12/04/2021
Representation Learning for Conversational Data using Discourse Mutual Information Maximization
Although many pretrained models exist for text or images, there have bee...
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09/08/2021
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms
Humans excel at learning long-horizon tasks from demonstrations augmente...
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11/05/2020
Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding
Autonomous robot-assisted feeding requires the ability to acquire a wide...
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10/06/2020
Unsupervised Hierarchical Concept Learning
Discovering concepts (or temporal abstractions) in an unsupervised manne...
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04/12/2020