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07/01/2022
Discriminator-Guided Model-Based Offline Imitation Learning
Offline imitation learning (IL) is a powerful method to solve decision-m...
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05/14/2021
Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare
We investigate molecular mechanisms of resistant or sensitive response o...
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08/06/2020
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards
Generating accurate descriptions for online fashion items is important n...
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07/05/2020
Learning Color Compatibility in Fashion Outfits
Color compatibility is important for evaluating the compatibility of a f...
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05/15/2019
Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach
Kinship verification aims to identify the kin relation between two given...
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04/27/2019
Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices
Face detection is a widely studied problem over the past few decades. Re...
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03/20/2019
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML
Lifelong learning, the problem of continual learning where tasks arrive ...
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03/19/2019
Class-incremental Learning via Deep Model Consolidation
Deep neural networks (DNNs) often suffer from "catastrophic forgetting" ...
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02/26/2019