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Revisiting Multi-Scale Feature Fusion for Semantic Segmentation


Mar 23, 2022
Tianjian Meng, Golnaz Ghiasi, Reza Mahjorian, Quoc V. Le, Mingxing Tan

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Open-Vocabulary Image Segmentation


Dec 22, 2021
Golnaz Ghiasi, Xiuye Gu, Yin Cui, Tsung-Yi Lin

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Combined Scaling for Zero-shot Transfer Learning


Nov 19, 2021
Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le

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Multi-Task Self-Training for Learning General Representations


Aug 25, 2021
Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin

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* ICCV 2021 

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Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent


Jun 10, 2021
Samira Abnar, Rianne van den Berg, Golnaz Ghiasi, Mostafa Dehghani, Nal Kalchbrenner, Hanie Sedghi

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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

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* 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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