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Learning from Lexical Perturbations for Consistent Visual Question Answering
Existing Visual Question Answering (VQA) models are often fragile and se...
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Large Scale Neural Architecture Search with Polyharmonic Splines
Neural Architecture Search (NAS) is a powerful tool to automatically des...
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NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search
Neural Architecture Search (NAS) is an open and challenging problem in m...
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A selected review on reinforcement learning based control for autonomous underwater vehicles
Recently, reinforcement learning (RL) has been extensively studied and a...
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Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries
This paper explores the task of interactive image retrieval using natura...
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Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning
Model-free deep reinforcement learning (RL) algorithms have been widely ...
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The Fashion IQ Dataset: Retrieving Images by Combining Side Information and Relative Natural Language Feedback
We contribute a new dataset and a novel method for natural language base...
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Dialog-based Interactive Image Retrieval
Existing methods for interactive image retrieval have demonstrated the m...
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Depth Control of Model-Free AUVs via Reinforcement Learning
In this paper, we consider depth control problems of an autonomous under...
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S3Pool: Pooling with Stochastic Spatial Sampling
Feature pooling layers (e.g., max pooling) in convolutional neural netwo...
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