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Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection


Nov 29, 2021
Qi Zhao, Yufei Wang, Shuchang Lyu, Lijiang Chen


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A Feature Consistency Driven Attention Erasing Network for Fine-Grained Image Retrieval


Oct 09, 2021
Qi Zhao, Xu Wang, Shuchang Lyu, Binghao Liu, Yifan Yang

* 30 pages, 9 figures 

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Learning to Predict Trustworthiness with Steep Slope Loss


Sep 30, 2021
Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, Qi Zhao

* NeurIPS 2021 

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Hybrid Beamforming for RIS-Aided Communications: Fitness Landscape Analysis and Niching Genetic Algorithm


Sep 19, 2021
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao


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Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding


Sep 03, 2021
Xin Chen, Qi Zhao, Xinyang Liu


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TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios


Aug 26, 2021
Xingkui Zhu, Shuchang Lyu, Xu Wang, Qi Zhao

* 8 pages,9 figures, VisDrone 2021 ICCV workshop 

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A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation


Aug 14, 2021
Qi Zhao, Binghao Liu, Shuchang Lyu, Xu Wang, Yifan Yang

* 13 pages, 13 figures 

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Gridless Evolutionary Approach for Line Spectral Estimation with Unknown Model Order


Jun 14, 2021
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Multiobjective Bilevel Evolutionary Approach for Off-Grid Direction-of-Arrival Estimation


Jun 14, 2021
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao

* This paper has been submitted to an Elsevier journal for peer-review 

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Evolutionary Robust Clustering Over Time for Temporal Data


Jun 14, 2021
Qi Zhao, Bai Yan, Yuhui Shi

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Embedded Self-Distillation in Compact Multi-Branch Ensemble Network for Remote Sensing Scene Classification


Apr 01, 2021
Qi Zhao, Yujing Ma, Shuchang Lyu, Lijiang Chen

* 14 pages,9 figures 

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A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control


Mar 24, 2021
Anh Tuan Nguyen, Markus W. Drealan, Diu Khue Luu, Ming Jiang, Jian Xu, Jonathan Cheng, Qi Zhao, Edward W. Keefer, Zhi Yang


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BreakingBED -- Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks


Mar 14, 2021
Manoj Rohit Vemparala, Alexander Frickenstein, Nael Fasfous, Lukas Frickenstein, Qi Zhao, Sabine Kuhn, Daniel Ehrhardt, Yuankai Wu, Christian Unger, Naveen Shankar Nagaraja, Walter Stechele


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MM-FSOD: Meta and metric integrated few-shot object detection


Dec 30, 2020
Yuewen Li, Wenquan Feng, Shuchang Lyu, Qi Zhao, Xuliang Li

* 30 pages, 7 figures 

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MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification


Dec 29, 2020
Qi Zhao, Shuchang Lyu, Yuewen Li, Yujing Ma, Lijiang Chen

* 14 pages, 8 figures 

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A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data


Oct 11, 2020
Qi Zhao


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Review of Machine-Learning Methods for RNA Secondary Structure Prediction


Sep 01, 2020
Qi Zhao, Zheng Zhao, Xiaoya Fan, Zhengwei Yuan, Qian Mao, Yudong Yao

* 25 pages, 5 figures, 1 table 

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AiR: Attention with Reasoning Capability


Jul 28, 2020
Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao

* ECCV2020 (Oral), supplementary materials included 

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Saliency Prediction with External Knowledge


Jul 27, 2020
Yifeng Zhang, Ming Jiang, Qi Zhao


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Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection


Jul 23, 2020
Xianyu Chen, Ming Jiang, Qi Zhao

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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$n$-Reference Transfer Learning for Saliency Prediction


Jul 09, 2020
Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, Qi Zhao

* ECCV 2020 

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Active Learning for Skewed Data Sets


May 23, 2020
Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork


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GradMix: Multi-source Transfer across Domains and Tasks


Feb 09, 2020
Junnan Li, Ziwei Xu, Yongkang Wong, Qi Zhao, Mohan Kankanhalli


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Direction Concentration Learning: Enhancing Congruency in Machine Learning


Jan 02, 2020
Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, Qi Zhao

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 
* This is a preprint and the formal version has been published in TPAMI 

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Human Annotations Improve GAN Performances


Nov 15, 2019
Juanyong Duan, Sim Heng Ong, Qi Zhao


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$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features


Apr 08, 2019
Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao

* 15 pages 

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Boosted Attention: Leveraging Human Attention for Image Captioning


Mar 18, 2019
Shi Chen, Qi Zhao

* Published in ECCV 2018 

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Visual Social Relationship Recognition


Dec 13, 2018
Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli

* arXiv admin note: text overlap with arXiv:1708.00634 

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Learning to Learn from Noisy Labeled Data


Dec 13, 2018
Junnan Li, Yongkang Wong, Qi Zhao, Mohan Kankanhalli


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