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Spherization Layer: Representation Using Only Angles

Published in NeurIPS, 2022

How about learning representations using only the angles and using them on angular similarity?

Recommended citation: Kim, H. & Kim, K. (2022). Spherization Layer: Representation Using Only Angles. Advances in Neural Information Processing Systems, 35, 16398-16410
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Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation

Published in ICLR, 2024

How the collapse between class means and class weight vectors occurs in a fixed classifier when its shape is not a simplex?

Recommended citation: Kim, H. & Kim, K. (2024), Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation. The Twelfth International Conference on Learning Representations
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Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.

Teaching Assistant - Natural Language Processing

Graduate Course, GIST, AIGS, 2022

This cource gives comprehensive lectures and projects about NLP. (All materials have been kept strictly confidential.)