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All publications by Kihyuk Sohn
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Learning Structured Output Representation using Deep Conditional Generative Models
Kihyuk Sohn, Honglak Lee and Xinchen Yan
Advances in Neural Information Processing Systems 28, 2015


Learning to Disentangle Factors of Variation with Manifold Interaction
Scott Reed, Kihyuk Sohn, Yuting Zhang and Honglak Lee
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Improved Multimodal Deep Learning with Variation of Information
Kihyuk Sohn, Wenling Shang and Honglak Lee
Advances in Neural Information Processing Systems 27, 2014


Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines
Kihyuk Sohn, Guanyu Zhou, Chansoo Lee and Honglak Lee
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Learning Invariant Representations with Local Transformations
Kihyuk Sohn and Honglak Lee
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Online Incremental Feature Learning with Denoising Autoencoders
Guanyu Zhou, Kihyuk Sohn and Honglak Lee
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012