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Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation


Aug 19, 2021
Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo

* ICCV 2021 (Oral) 

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StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing


Apr 30, 2021
Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh

* Accepted to CVPR 2021 

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MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation


Aug 21, 2020
Sung Min Cho, Eunhyeok Park, Sungjoo Yoo

* Accepted at RecSys 2020 

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PROFIT: A Novel Training Method for sub-4-bit MobileNet Models


Aug 11, 2020
Eunhyeok Park, Sungjoo Yoo

* Published at ECCV2020, spotlight paper 

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Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss


Aug 16, 2019
Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, Sungjoo Yoo

* Accepted to ICCV 2019 

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Precision Highway for Ultra Low-Precision Quantization


Dec 24, 2018
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, Peter Vajda


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Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications


Nov 29, 2018
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Khudia, James Law, Parth Malani, Andrey Malevich, Satish Nadathur, Juan Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy


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Value-aware Quantization for Training and Inference of Neural Networks


Apr 20, 2018
Eunhyeok Park, Sungjoo Yoo, Peter Vajda


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Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications


Feb 24, 2016
Yong-Deok Kim, Eunhyeok Park, Sungjoo Yoo, Taelim Choi, Lu Yang, Dongjun Shin


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