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Compositional Video Prediction
Novel method for video prediction from a single frame by decomposing the scene into entities with location and appearance features, capturing ambiguities with a global latent variable.
Embodied Multimodal Multitask Learning
Proposes multitask model to jointly learn semantic goal navigation and embodied question answering.
Automated Curriculum Learning for Neural Networks
Investigates automatically generating curricula based on a variety of progress signals that are computed for each data sample.
Toddler-Inspired Visual Object Learning
Computer vision models trained on data obtained from head-mounted cameras on children performs better than data from adults.
Automatic Goal Generation for Reinforcement Learning Agents
Applies curriculum learning to a RL context to achieve policies.
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