Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks
Kyunghyun Cho, Courville, Aaron, Bengio, Yoshua
Published in IEEE transactions on multimedia (01.11.2015)
Published in IEEE transactions on multimedia (01.11.2015)
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Journal Article
QCD-aware recursive neural networks for jet physics
Louppe, Gilles, Cho, Kyunghyun, Becot, Cyril, Cranmer, Kyle
Published in The journal of high energy physics (01.01.2019)
Published in The journal of high energy physics (01.01.2019)
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Journal Article
Web Resource
Molecular Geometry Prediction using a Deep Generative Graph Neural Network
Mansimov, Elman, Mahmood, Omar, Kang, Seokho, Cho, Kyunghyun
Published in Scientific reports (31.12.2019)
Published in Scientific reports (31.12.2019)
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Journal Article
Masked graph modeling for molecule generation
Mahmood, Omar, Mansimov, Elman, Bonneau, Richard, Cho, Kyunghyun
Published in Nature communications (26.05.2021)
Published in Nature communications (26.05.2021)
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Journal Article
Structure-based protein function prediction using graph convolutional networks
Gligorijević, Vladimir, Renfrew, P Douglas, Kosciolek, Tomasz, Leman, Julia Koehler, Berenberg, Daniel, Vatanen, Tommi, Chandler, Chris, Taylor, Bryn C, Fisk, Ian M, Vlamakis, Hera, Xavier, Ramnik J, Knight, Rob, Cho, Kyunghyun, Bonneau, Richard
Published in Nature communications (26.05.2021)
Published in Nature communications (26.05.2021)
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Journal Article
Convolutional recurrent neural networks for music classification
Keunwoo Choi, Fazekas, Gyorgy, Sandler, Mark, Kyunghyun Cho
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Describing Videos by Exploiting Temporal Structure
Li Yao, Torabi, Atousa, Kyunghyun Cho, Ballas, Nicolas, Pal, Christopher, Larochelle, Hugo, Courville, Aaron
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Wu, Nan, Phang, Jason, Park, Jungkyu, Shen, Yiqiu, Huang, Zhe, Zorin, Masha, Jastrzebski, Stanislaw, Fevry, Thibault, Katsnelson, Joe, Kim, Eric, Wolfson, Stacey, Parikh, Ujas, Gaddam, Sushma, Lin, Leng Leng Young, Ho, Kara, Weinstein, Joshua D., Reig, Beatriu, Gao, Yiming, Toth, Hildegard, Pysarenko, Kristine, Lewin, Alana, Lee, Jiyon, Airola, Krystal, Mema, Eralda, Chung, Stephanie, Hwang, Esther, Samreen, Naziya, Kim, S. Gene, Heacock, Laura, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
Published in IEEE transactions on medical imaging (01.04.2020)
Published in IEEE transactions on medical imaging (01.04.2020)
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Journal Article
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
Shen, Yiqiu, Wu, Nan, Phang, Jason, Park, Jungkyu, Liu, Kangning, Tyagi, Sudarshini, Heacock, Laura, Kim, S. Gene, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
Published in Medical image analysis (01.02.2021)
Published in Medical image analysis (01.02.2021)
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Journal Article
Differences between human and machine perception in medical diagnosis
Makino, Taro, Jastrzębski, Stanisław, Oleszkiewicz, Witold, Chacko, Celin, Ehrenpreis, Robin, Samreen, Naziya, Chhor, Chloe, Kim, Eric, Lee, Jiyon, Pysarenko, Kristine, Reig, Beatriu, Toth, Hildegard, Awal, Divya, Du, Linda, Kim, Alice, Park, James, Sodickson, Daniel K, Heacock, Laura, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J
Published in Scientific reports (27.04.2022)
Published in Scientific reports (27.04.2022)
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Journal Article
Prediction of total knee replacement using deep learning analysis of knee MRI
Rajamohan, Haresh Rengaraj, Wang, Tianyu, Leung, Kevin, Chang, Gregory, Cho, Kyunghyun, Kijowski, Richard, Deniz, Cem M
Published in Scientific reports (28.04.2023)
Published in Scientific reports (28.04.2023)
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Journal Article
Neural machine translation with a polysynthetic low resource language
Ortega, John E., Castro Mamani, Richard, Cho, Kyunghyun
Published in Machine translation (01.12.2020)
Published in Machine translation (01.12.2020)
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Journal Article
Optimal tuning of weighted kNN- and diffusion-based methods for denoising single cell genomics data
Tjärnberg, Andreas, Mahmood, Omar, Jackson, Christopher A, Saldi, Giuseppe-Antonio, Cho, Kyunghyun, Christiaen, Lionel A, Bonneau, Richard A
Published in PLoS computational biology (07.01.2021)
Published in PLoS computational biology (07.01.2021)
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Journal Article
High-level implementable methods for automated building code compliance checking
Lee, Jin-Kook, Cho, Kyunghyun, Choi, Hyeokjin, Choi, Soohyung, Kim, Sumin, Cha, Seung Hyun
Published in Developments in the built environment (01.10.2023)
Published in Developments in the built environment (01.10.2023)
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Journal Article
Reducing False-Positive Biopsies using Deep Neural Networks that Utilize both Local and Global Image Context of Screening Mammograms
Wu, Nan, Huang, Zhe, Shen, Yiqiu, Park, Jungkyu, Phang, Jason, Makino, Taro, Gene Kim, S., Cho, Kyunghyun, Heacock, Laura, Moy, Linda, Geras, Krzysztof J.
Published in Journal of digital imaging (01.12.2021)
Published in Journal of digital imaging (01.12.2021)
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Journal Article
ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation
Visin, Francesco, Romero, Adriana, Kyunghyun Cho, Matteucci, Matteo, Ciccone, Marco, Kastner, Kyle, Bengio, Yoshua, Courville, Aaron
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2016)
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Conference Proceeding
Fully Character-Level Neural Machine Translation without Explicit Segmentation
Lee, Jason, Cho, Kyunghyun, Hofmann, Thomas
Published in Transactions of the Association for Computational Linguistics (01.12.2017)
Published in Transactions of the Association for Computational Linguistics (01.12.2017)
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Journal Article
Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach
Faijul Amin, Md, Plis, Sergey M., Damaraju, Eswar, Hjelm, Devon, KyungHyun Cho, Calhoun, Vince D.
Published in 2016 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI) (01.03.2016)
Published in 2016 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI) (01.03.2016)
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Conference Proceeding