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Colorectal Polyp Detection in Real-world Scenario: Design and Experiment Study

Jan 11, 2021
Xinzi Sun, Dechun Wang, Chenxi Zhang, Pengfei Zhang, Zinan Xiong, Yu Cao, Benyuan Liu, Xiaowei Liu, Shuijiao Chen

* 8 pages 

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A Learning-Based Tune-Free Control Framework for Large Scale Autonomous Driving System Deployment

Nov 09, 2020
Yu Wang, Shu Jiang, Weiman Lin, Yu Cao, Longtao Lin, Jiangtao Hu, Jinghao Miao, Qi Luo

* 8 pages, 12 figures 

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DRF: A Framework for High-Accuracy Autonomous Driving Vehicle Modeling

Nov 01, 2020
Shu Jiang, Yu Wang, Longtao Lin, Weiman Lin, Yu Cao, Jinghao Miao, Qi Luo


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Pretrained Language Models for Dialogue Generation with Multiple Input Sources

Oct 15, 2020
Yu Cao, Wei Bi, Meng Fang, Dacheng Tao

* 9 pages (containing 4 pages of references and appendix), accepted to EMNLP2020-Findings 

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A Progressive Sub-Network Searching Framework for Dynamic Inference

Sep 11, 2020
Li Yang, Zhezhi He, Yu Cao, Deliang Fan


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Retinopathy of Prematurity Stage Diagnosis Using Object Segmentation and Convolutional Neural Networks

Apr 03, 2020
Alexander Ding, Qilei Chen, Yu Cao, Benyuan Liu


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Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

Mar 28, 2020
Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han

* 23 pages, 9 figures. For project page, see https://kv2000.github.io/2020/03/25/deepFashion3DRevisited/ 

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Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images

Mar 26, 2020
Qilei Chen, Ping Liu, Jing Ni, Yu Cao, Benyuan Liu, Honggang Zhang


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3D Aggregated Faster R-CNN for General Lesion Detection

Jan 29, 2020
Ning Zhang, Yu Cao, Benyuan Liu, Yan Luo


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Colorectal Polyp Segmentation by U-Net with Dilation Convolution

Dec 26, 2019
Xinzi Sun, Pengfei Zhang, Dechun Wang, Yu Cao, Benyuan Liu

* 8 pages. ICMLA (International Conference on Machine Learning and Applications) 

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Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features

Nov 19, 2019
Qilei Chen, Xinzi Sun, Ning Zhang, Yu Cao, Benyuan Liu

* diabetic retinopathy, mini lesion detection, FPN 

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Unsupervised Domain Adaptation on Reading Comprehension

Nov 13, 2019
Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou

* 9 pages, 6 figures, 5 tables, Accepted by AAAI 2020 

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Structural Pruning in Deep Neural Networks: A Small-World Approach

Nov 11, 2019
Gokul Krishnan, Xiaocong Du, Yu Cao


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AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy

Sep 26, 2019
Dechun Wang, Ning Zhang, Xinzi Sun, Pengfei Zhang, Chenxi Zhang, Yu Cao, Benyuan Liu


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Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs

Sep 19, 2019
Alex Warstadt, Yu Cao, Ioana Grosu, Wei Peng, Hagen Blix, Yining Nie, Anna Alsop, Shikha Bordia, Haokun Liu, Alicia Parrish, Sheng-Fu Wang, Jason Phang, Anhad Mohananey, Phu Mon Htut, Paloma Jeretič, Samuel R. Bowman

* Accepted to EMNLP 2019; Added link to code+dataset 

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3D Anchor-Free Lesion Detector on Computed Tomography Scans

Aug 29, 2019
Ning Zhang, Dechun Wang, Xinzi Sun, Pengfei Zhang, Chenxi Zhang, Yu Cao, Benyuan Liu


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Multi-Stream Single Shot Spatial-Temporal Action Detection

Aug 22, 2019
Pengfei Zhang, Yu Cao, Benyuan Liu

* 26th IEEE International Conference on Image Processing (ICIP 2019) 

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Automatic Compiler Based FPGA Accelerator for CNN Training

Aug 15, 2019
Shreyas Kolala Venkataramanaiah, Yufei Ma, Shihui Yin, Eriko Nurvithadhi, Aravind Dasu, Yu Cao, Jae-sun Seo

* 6 pages, 9 figures, paper accepted at FPL2019 conference 

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Single-Net Continual Learning with Progressive Segmented Training (PST)

Jun 02, 2019
Xiaocong Du, Gouranga Charan, Frank Liu, Yu Cao


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CGaP: Continuous Growth and Pruning for Efficient Deep Learning

May 29, 2019
Xiaocong Du, Zheng Li, Yu Cao


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Efficient Network Construction through Structural Plasticity

May 27, 2019
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao


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BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering

Apr 10, 2019
Yu Cao, Meng Fang, Dacheng Tao

* 5 pages, 1 figure, accepted short paper on NAACL-HLT 2019 

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Adaptive Probabilistic Tack Manoeuvre Decision for Sailing Vessels

Mar 15, 2019
Sébastien Lemaire, Yu Cao, Thomas Kluyver, Daniel Hausner, Camil Vasilovici, Zhong-yuen Lee, Umberto José Varbaro, Sophia M. Schillai

* International Robotic Sailing Conference 2018, Southampton, UK, August 31st - September 1st, 2018 

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Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain

May 23, 2018
Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings


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