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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
T.B.A
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portfolio
Portfolio item number 1
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Portfolio item number 2
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publications
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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talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
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.)