Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model

Transactions on Machine Learning Research (TMLR '24)

Joo Young Choi, Jaesung Park, Inkyu Park, Jaewoong Cho, Albert No, Ernest Ryu

[ paper | openreview | video | code ]

LoRA can Replace Time and Class Embeddings in Diffusion Probabilistic Models

NeurIPS 2023 Workshop on Diffusion Models

Joo Young Choi, Jaesung Park, Inkyu Park, Jaewoong Cho, Albert No, Ernest Ryu

[ link ]

Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging Data

24th International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI '21)

Seungjae Han, Eun-seo Cho, Inkyu Park, Kijung Shin, and Young-gyu Yoon

[ paper | code and datasets | bib ]

SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams

37th IEEE International Conference on Data Engineering (ICDE '21)

Taehyung Kwon*, Inkyu Park*, Dongjin Lee, and Kijung Shin

[ paper | appendix | video | slides | code and datasets | bib ]

SAiD: Speech-driven Blendshape Facial Animation with Diffusion

arXiv preprint (2023)

Inkyu Park, Jaewoong Cho

[ paper | project page | code and datasets ]

MoBERT: Morphological BERT for Korean

Researcher, Jun. 2020

• Research the Korean BERT model for pre-training with morphological information
• [ code ]

Tell Me More About You: Cross-domain Recommendation System

Researcher · front-end programmer · UI/UX designer, Sep. 2019 - Dec. 2019

• Research the cross-domain auto-encoder-based recommendation system
• [ code (front-end) ]

BlockTensor

Project manager · full-stack programmer · UI/UX designer, Sep. 2018 - Dec. 2018

• Implement the Scratch-like interactive online programming service for deep learning using Vue.js, Tensorflow.js and Blockly
• [ code ]