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02/10/2023
Toward Degree Bias in Embedding-Based Knowledge Graph Completion
A fundamental task for knowledge graphs (KGs) is knowledge graph complet...
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09/22/2022
Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization
Existing detection methods commonly use a parameterized bounding box (BB...
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09/14/2022
Efficient Planar Pose Estimation via UWB Measurements
State estimation is an essential part of autonomous systems. Integrating...
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05/02/2022
Enhancing Adversarial Training with Feature Separability
Deep Neural Network (DNN) are vulnerable to adversarial attacks. As a co...
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01/29/2022
The KFIoU Loss for Rotated Object Detection
Differing from the well-developed horizontal object detection area where...
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07/28/2021
Imbalanced Adversarial Training with Reweighting
Adversarial training has been empirically proven to be one of the most e...
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06/09/2021
Towards the Memorization Effect of Neural Networks in Adversarial Training
Recent studies suggest that “memorization” is one important factor for o...
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06/03/2021
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence
Existing rotated object detectors are mostly inherited from the horizont...
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01/28/2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss
Boundary discontinuity and its inconsistency to the final detection metr...
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11/19/2020
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection
Rotation detection serves as a fundamental building block in many visual...
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09/28/2020
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning
Dialogue systems play an increasingly important role in various aspects ...
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09/23/2020
Representation Learning from Limited Educational Data with Crowdsourced Labels
Representation learning has been proven to play an important role in the...
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03/30/2019
Medical Imaging Device Security: An Exploratory Study
Recent years have witnessed a boom of connected medical devices, which b...
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01/28/2019
Toward Unsupervised Text Content Manipulation
Controlled generation of text is of high practical use. Recent efforts h...
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09/04/2018