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05/10/2020
Class-Aware Domain Adaptation for Improving Adversarial Robustness
Recent works have demonstrated convolutional neural networks are vulnera...
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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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02/03/2019
MICIK: MIning Cross-Layer Inherent Similarity Knowledge for Deep Model Compression
State-of-the-art deep model compression methods exploit the low-rank app...
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06/04/2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices
Recurrent neural networks (RNNs) achieve cutting-edge performance on a v...
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04/13/2018
Talking Face Generation by Conditional Recurrent Adversarial Network
Given an arbitrary face image and an arbitrary speech clip, the proposed...
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03/13/2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTC
Machine lipreading is a special type of automatic speech recognition (AS...
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05/30/2016
Learning Natural Language Inference using Bidirectional LSTM model and Inner-Attention
In this paper, we proposed a sentence encoding-based model for recognizi...
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05/17/2016
Incorporating Loose-Structured Knowledge into Conversation Modeling via Recall-Gate LSTM
Modeling human conversations is the essence for building satisfying chat...
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06/22/2015