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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation

Dec 13, 2020
Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin, Ekin D. Cubuk, Quoc V. Le, Barret Zoph


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Rethinking Pre-training and Self-training

Jun 11, 2020
Barret Zoph, Golnaz Ghiasi, Tsung-Yi Lin, Yin Cui, Hanxiao Liu, Ekin D. Cubuk, Quoc V. Le


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SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization

Dec 10, 2019
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song


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MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices

Dec 02, 2019
Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adams, Quoc V. Le

* 10 pages, 7 figures 

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Learning Data Augmentation Strategies for Object Detection

Jun 26, 2019
Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le


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NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection

Apr 16, 2019
Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang, Quoc V. Le

* Accepted at CVPR 2019 

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Adjustable Real-time Style Transfer

Nov 21, 2018
Mohammad Babaeizadeh, Golnaz Ghiasi


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DropBlock: A regularization method for convolutional networks

Oct 30, 2018
Golnaz Ghiasi, Tsung-Yi Lin, Quoc V. Le

* Accepted at NIPS 2018 

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Exploring the structure of a real-time, arbitrary neural artistic stylization network

Aug 24, 2017
Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens

* Accepted as an oral presentation at British Machine Vision Conference (BMVC) 2017 

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Occlusion Coherence: Detecting and Localizing Occluded Faces

Aug 25, 2016
Golnaz Ghiasi, Charless C. Fowlkes


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Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation

Jul 30, 2016
Golnaz Ghiasi, Charless C. Fowlkes


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