Jie Qin

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration

Feb 17, 2021
Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides

* Technical report, 10 pages. Self-supervised binary neural networks using distillation loss (5.5~15% improvement over contrastive baseline)

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Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning

Feb 08, 2021
Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng

* AAAI 2021. A search based fine-tuning strategy for few-shot learning

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ResizeMix: Mixing Data with Preserved Object Information and True Labels

Dec 21, 2020
Jie Qin, Jiemin Fang, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang

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Contour Primitive of Interest Extraction Network Based on One-shot Learning for Object-Agnostic Vision Measurement

Oct 07, 2020
Fangbo Qin, Jie Qin, Siyu Huang, De Xu

* Submitted to IEEE Robotics and Automation Letters

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Normalization Techniques in Training DNNs: Methodology, Analysis and Application

Sep 27, 2020
Lei Huang, Jie Qin, Yi Zhou, Fan Zhu, Li Liu, Ling Shao

* 20 pages

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Invertible Zero-Shot Recognition Flows

Jul 09, 2020
Yuming Shen, Jie Qin, Lei Huang

* ECCV2020

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Auto-Encoding Twin-Bottleneck Hashing

Mar 16, 2020
Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao

* CVPR 2020 Accepted, Code at https://github.com/ymcidence/TBH

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Layer-wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs

Mar 11, 2020
Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao

* The code is available at: https://github.com/huangleiBuaa/LayerwiseCA

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Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis

Feb 25, 2020
Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao

* The code is available at: https://github.com/huangleiBuaa/LayerwiseCA

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Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network

Jan 23, 2020
Yanyan Wei, Zhao Zhang, Haijun Zhang, Jie Qin, Mingbo Zhao

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Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition

Jan 23, 2020
Zhao Zhang, Zemin Tang, Yang Wang, Jie Qin, Haijun Zhang, Shuicheng Yan

* arXiv admin note: text overlap with arXiv:1912.07016

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Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition

Jan 15, 2020
Zhao Zhang, Zemin Tang, Zheng Zhang, Yang Wang, Jie Qin, Meng Wang

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020). arXiv admin note: text overlap with arXiv:1912.07016

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