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03/31/2022
SimVQA: Exploring Simulated Environments for Visual Question Answering
Existing work on VQA explores data augmentation to achieve better genera...
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10/26/2021
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking
In content-based image retrieval, the first-round retrieval result by si...
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07/19/2021
Separating Skills and Concepts for Novel Visual Question Answering
Generalization to out-of-distribution data has been a problem for Visual...
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11/26/2020
Learning from Lexical Perturbations for Consistent Visual Question Answering
Existing Visual Question Answering (VQA) models are often fragile and se...
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11/20/2020
Large Scale Neural Architecture Search with Polyharmonic Splines
Neural Architecture Search (NAS) is a powerful tool to automatically des...
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06/23/2020
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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11/27/2019
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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11/10/2019
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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09/07/2019
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning
Model-free deep reinforcement learning (RL) algorithms have been widely ...
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05/30/2019
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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05/01/2018
Dialog-based Interactive Image Retrieval
Existing methods for interactive image retrieval have demonstrated the m...
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11/22/2017
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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11/16/2016