Chengxi Ye

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 16

Top Venues

CoRR

IROS

ICRA

Bioinform.

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Danfeng Qin, Chas Leichner, Manolis Delakis, Marco Fornoni, Shixin Luo, Fan Yang, Weijun Wang, Colby R. Banbury, Chengxi Ye, Berkin Akin, Vaibhav Aggarwal, Tenghui Zhu, Daniele Moro, Andrew Howard
MobileNetV4 - Universal Models for the Mobile Ecosystem. CoRR (2024)
Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov
Exploiting Invariance in Training Deep Neural Networks. AAAI (2022)
Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov
Exploiting Invariance in Training Deep Neural Networks. CoRR (2021)
Chengxi Ye, Matthew Evanusa, Hua He, Anton Mitrokhin, Tom Goldstein, James A. Yorke, Cornelia Fermüller, Yiannis Aloimonos
Network Deconvolution. ICLR (2020)
Chengxi Ye, Anton Mitrokhin, Cornelia Fermüller, James A. Yorke, Yiannis Aloimonos
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion with Event-Based Sensors. IROS (2020)
Chengxi Ye, Matthew Evanusa, Hua He, Anton Mitrokhin, Thomas Goldstein, James A. Yorke, Cornelia Fermüller, Yiannis Aloimonos
Network Deconvolution. CoRR (2019)
Anton Mitrokhin, Chengxi Ye, Cornelia Fermüller, Yiannis Aloimonos, Tobi Delbrück
EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. IROS (2019)
Anton Mitrokhin, Chengxi Ye, Cornelia Fermüller, Yiannis Aloimonos, Tobi Delbrück
EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. CoRR (2019)
Chengxi Ye, Anton Mitrokhin, Chethan Parameshwara, Cornelia Fermüller, James A. Yorke, Yiannis Aloimonos
Unsupervised Learning of Dense Optical Flow and Depth from Sparse Event Data. CoRR (2018)
Chengxi Ye, Chinmaya Devaraj, Michael Maynord, Cornelia Fermüller, Yiannis Aloimonos
Evenly Cascaded Convolutional Networks. IEEE BigData (2018)
Chengxi Ye, Chinmaya Devaraj, Michael Maynord, Cornelia Fermüller, Yiannis Aloimonos
Evenly Cascaded Convolutional Networks. CoRR (2018)
Chengxi Ye, Yezhou Yang, Ren Mao, Cornelia Fermüller, Yiannis Aloimonos
What can i do around here? Deep functional scene understanding for cognitive robots. ICRA (2017)
Chengxi Ye, Yezhou Yang, Cornelia Fermüller, Yiannis Aloimonos
On the Importance of Consistency in Training Deep Neural Networks. CoRR (2017)
Chengxi Ye, Chen Zhao, Yezhou Yang, Cornelia Fermüller, Yiannis Aloimonos
LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning. ACM Multimedia (2016)
Chengxi Ye, Chen Zhao, Yezhou Yang, Cornelia Fermüller, Yiannis Aloimonos
LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning. CoRR (2016)
Chengxi Ye, Yezhou Yang, Cornelia Fermüller, Yiannis Aloimonos
What Can I Do Around Here? Deep Functional Scene Understanding for Cognitive Robots. CoRR (2016)
Chengxi Ye, Chiaowen Hsiao, Héctor Corrada Bravo
BlindCall: ultra-fast base-calling of high-throughput sequencing data by blind deconvolution. Bioinform. 30 (9) (2014)
Chengxi Ye, Dacheng Tao, Mingli Song, David W. Jacobs, Min Wu
Sparse Norm Filtering CoRR (2013)
Chengxi Ye, Zhanshan (Sam) Ma, Charles H. Cannon, Mihai Pop, Douglas W. Yu
Exploiting sparseness in de novo genome assembly. BMC Bioinform. 13 (S-6) (2012)
Chengxi Ye, Yuxu Lin, Mingli Song, Chun Chen, David W. Jacobs
Spectral Graph Cut from a Filtering Point of View CoRR (2012)
Chengxi Ye, Charles H. Cannon, Zhanshan (Sam) Ma, Douglas W. Yu, Mihai Pop
SparseAssembler2: Sparse k-mer Graph for Memory Efficient Genome Assembly CoRR (2011)
Chengxi Ye, Zhanshan (Sam) Ma, Charles H. Cannon, Mihai Pop, Douglas W. Yu
SparseAssembler: de novo Assembly with the Sparse de Bruijn Graph CoRR (2011)
Haili Mao, Chengxi Ye, Mingli Song, Jiajun Bu, Na Li
Viewpoint Independent Vehicle Speed Estimation From Uncalibrated Traffic Surveillance Cameras. SMC (2009)
Chengxi Ye, Jia Liu, Chun Chen, Mingli Song, Jiajun Bu
Speech Emotion Classification on a Riemannian Manifold. PCM (2008)

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Publication Activity (10 Years)

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Chengxi Ye