Cubuk, Ekin D.

8 publications

ICML 2021 Learn2Hop: Learned Optimization on Rough Landscapes Amil Merchant, Luke Metz, Samuel S Schoenholz, Ekin D Cubuk

ICCV 2021 Multi-Task Self-Training for Learning General Representations Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin

CVPR 2021 Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin, Ekin D. Cubuk, Quoc V. Le, Barret Zoph

ICLR 2020 AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dan Hendrycks, Norman Mu, Ekin D. Cubuk, Barret Zoph, Justin Gilmer, Balaji Lakshminarayanan

ECCV 2020 Learning Data Augmentation Strategies for Object Detection Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le

ECCV 2020 Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens

CVPRW 2020 Randaugment: Practical Automated Data Augmentation with a Reduced Search Space Ekin D. Cubuk, Barret Zoph, Jonathon Shlens, Quoc V. Le

ICLR 2020 ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring David Berthelot, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, Colin Raffel