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06/14/2023
Challenges of Indoor SLAM: A multi-modal multi-floor dataset for SLAM evaluation
Robustness in Simultaneous Localization and Mapping (SLAM) remains one o...
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01/11/2023
An atrium segmentation network with location guidance and siamese adjustment
The segmentation of atrial scan images is of great significance for the ...
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12/31/2022
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction
Supervised Deep-Learning (DL)-based reconstruction algorithms have shown...
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12/07/2022
Face Forgery Detection Based on Facial Region Displacement Trajectory Series
Deep-learning-based technologies such as deepfakes ones have been attrac...
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10/25/2022
Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition
The recent emergence of joint CTC-Attention model shows significant impr...
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05/07/2022
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm
Medical image segmentation based on deep learning is often faced with th...
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04/27/2022
An Iterative Labeling Method for Annotating Fisheries Imagery
In this paper, we present a methodology for fisheries-related data that ...
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04/27/2022
Towards A COLREGs Compliant Autonomous Surface Vessel in a Constrained Channel
In this paper, we look at the role of autonomous navigation in the marit...
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08/13/2020
Large-scale Transfer Learning for Low-resource Spoken Language Understanding
End-to-end Spoken Language Understanding (SLU) models are made increasin...
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10/15/2019
Network Mediation Analysis Using Model-based Eigenvalue Decomposition
This paper proposes a new two-stage network mediation method based on th...
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10/10/2019
Machine learning driven synthesis of few-layered WTe2
Reducing the lateral scale of two-dimensional (2D) materials to one-dime...
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10/08/2018
Social Network Mediation Analysis: a Latent Space Approach
Social networks contain data on both actor attributes and social connect...
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06/28/2015
Improved Deep Speaker Feature Learning for Text-Dependent Speaker Recognition
A deep learning approach has been proposed recently to derive speaker id...
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06/16/2015
Recognize Foreign Low-Frequency Words with Similar Pairs
Low-frequency words place a major challenge for automatic speech recogni...
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06/07/2015
Knowledge Transfer Pre-training
Pre-training is crucial for learning deep neural networks. Most of exist...
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05/24/2015
Deep Speaker Vectors for Semi Text-independent Speaker Verification
Recent research shows that deep neural networks (DNNs) can be used to ex...
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05/18/2015