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Learning Structured Output Representation using Deep Conditional Generative Models
- Kihyuk Sohn, Honglak Lee, Xinchen Yan
- Computer ScienceNIPS
- 7 December 2015
TLDR
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
- Kihyuk Sohn, David Berthelot, Colin Raffel
- Computer ScienceNeurIPS
- 21 January 2020
TLDR
Learning to Adapt Structured Output Space for Semantic Segmentation
- Yi-Hsuan Tsai, W. Hung, S. Schulter, Kihyuk Sohn, Ming-Hsuan Yang, Manmohan Chandraker
- Computer ScienceIEEE/CVF Conference on Computer Vision and…
- 28 February 2018
TLDR
Improved Deep Metric Learning with Multi-class N-pair Loss Objective
- Kihyuk Sohn
- Computer ScienceNIPS
- 5 December 2016
TLDR
Attribute2Image: Conditional Image Generation from Visual Attributes
- Xinchen Yan, Jimei Yang, Kihyuk Sohn, Honglak Lee
- Computer ScienceECCV
- 2 December 2015
TLDR
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring
- David Berthelot, Nicholas Carlini, Colin Raffel
- Computer ScienceArXiv
- 21 November 2019
TLDR
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
- David Berthelot, Nicholas Carlini, Colin Raffel
- Computer ScienceICLR
- 30 April 2020
TLDR
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units
- Wenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee
- Computer ScienceICML
- 16 March 2016
TLDR
Towards Large-Pose Face Frontalization in the Wild
- Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker
- Computer ScienceIEEE International Conference on Computer Vision…
- 20 April 2017
TLDR
Augmenting CRFs with Boltzmann Machine Shape Priors for Image Labeling
- Andrew Kae, Kihyuk Sohn, Honglak Lee, E. Learned-Miller
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 23 June 2013
TLDR
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