Ekin D. Cubuk
7 papers · 2019–2021 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
CVPR (2)
ECCV (2)
ICCV (1)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
data augmentation
(3)
transfer learning
(2)
semi-supervised learning
(1)
knowledge distillation
(1)
neural architecture search
(1)
automatic speech recognition
(1)
pseudo labeling
(1)
instance segmentation
(1)
policy search
(1)
object segmentation
(1)
convolutional neural network
(1)
pseudo label
(1)
student model
(1)
teacher model
(1)
feature warping
(1)
frequency masking
(1)
time masking
(1)
multi-task self-training
(1)
general representation
(1)
copy-paste augmentation
(1)
Papers
Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation
CVPR 2021
Multi-Task Self-Training for Learning General Representations
ICCV 2021
Learning Data Augmentation Strategies for Object Detection
ECCV 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
ECCV 2020
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
ICLR 2020
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
INTERSPEECH 2019
AutoAugment: Learning Augmentation Strategies From Data
CVPR 2019