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BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection


Aug 16, 2021
Yonghyun Jeong, Doyeon Kim, Seungjai Min, Seongho Joe, Youngjune Gwon, Jongwon Choi


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ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models


Aug 06, 2021
Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon

* ICCV 2021 (oral) 

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Matrix Encoding Networks for Neural Combinatorial Optimization


Jun 21, 2021
Yeong-Dae Kwon, Jinho Choo, Iljoo Yoon, Minah Park, Duwon Park, Youngjune Gwon

* under review 

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KoreALBERT: Pretraining a Lite BERT Model for Korean Language Understanding


Jan 27, 2021
Hyunjae Lee, Jaewoong Yoon, Bonggyu Hwang, Seongho Joe, Seungjai Min, Youngjune Gwon

* 7 pages, 1 figure, to be published in 25th International Conference on Pattern Recognition, ICPR 2020 

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Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks


Jan 26, 2021
Hyunjin Choi, Judong Kim, Seongho Joe, Seungjai Min, Youngjune Gwon

* 6 pages, 4 figures, to be published in 25th International Conference on Pattern Recognition, ICPR 2020 

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Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks


Jan 26, 2021
Hyunjin Choi, Judong Kim, Seongho Joe, Youngjune Gwon

* 6 pages, 2 figures, to be published in 25th International Conference on Pattern Recognition, ICPR2020 

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SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning


Jan 16, 2021
Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon

* 4 pages, NeurIPS 2020 Workshop: Self-Supervised Learning - Theory and Practice 

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POMO: Policy Optimization with Multiple Optima for Reinforcement Learning


Oct 30, 2020
Yeong-Dae Kwon, Jinho Choo, Byoungjip Kim, Iljoo Yoon, Seungjai Min, Youngjune Gwon

* Accepted at NeurIPS 2020 

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VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning


Mar 25, 2020
Jongwon Choi, Kwang Moo Yi, Jihoon Kim, Jincho Choo, Byoungjip Kim, Jin-Yeop Chang, Youngjune Gwon, Hyung Jin Chang


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DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets


Mar 15, 2020
Yonghyun Jeong, Hyunjin Choi, Byoungjip Kim, Youngjune Gwon


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Language Modeling by Clustering with Word Embeddings for Text Readability Assessment


Sep 05, 2017
Miriam Cha, Youngjune Gwon, H. T. Kung


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Adversarial nets with perceptual losses for text-to-image synthesis


Aug 30, 2017
Miriam Cha, Youngjune Gwon, H. T. Kung


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Multimodal Sparse Coding for Event Detection


May 17, 2016
Youngjune Gwon, William Campbell, Kevin Brady, Douglas Sturim, Miriam Cha, H. T. Kung

* Multimodal Machine Learning Workshop at NIPS 2015 

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Multimodal sparse representation learning and applications


Mar 02, 2016
Miriam Cha, Youngjune Gwon, H. T. Kung


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