Unsupervised multi-sense language models for natural language processing tasks.

Sang-Hoon Oh

Jihyeon Roh Sungjin Park Bo-Kyeong Kim Sang-Hoon Oh Soo-Young Lee Unsupervised multi-sense language models for natural language processing tasks. 397-409 2021 142 Neural Networks https://doi.org/10.1016/j.neunet.2021.05.023 db/journals/nn/nn142.html#RohPKOL21

Jihyeon Roh Sang-Hoon Oh Soo-Young Lee Unigram-Normalized Perplexity as a Language Model Performance Measure with Different Vocabulary Sizes. 2020 abs/2011.13220 CoRR https://arxiv.org/abs/2011.13220 db/journals/corr/corr2011.html#abs-2011-13220

Geon-min Kim Hwaran Lee Bo-Kyeong Kim Sang-Hoon Oh Soo-Young Lee Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition. 159-163 2019 26 IEEE Signal Process. Lett. 1 https://doi.org/10.1109/LSP.2018.2880285 https://www.wikidata.org/entity/Q128962043 db/journals/spl/spl26.html#KimLKOL19

Ho-Gyeong Kim Hwaran Lee Geon-min Kim Sang-Hoon Oh Soo-Young Lee Rescoring of N-Best Hypotheses Using Top-Down Selective Attention for Automatic Speech Recognition. 199-203 2018 25 IEEE Signal Process. Lett. 2 https://doi.org/10.1109/LSP.2017.2772828 db/journals/spl/spl25.html#KimLKOL18

Geon-min Kim Hwaran Lee Bo-Kyeong Kim Sang-Hoon Oh Soo-Young Lee Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition. 2018 abs/1811.02182 CoRR http://arxiv.org/abs/1811.02182 db/journals/corr/corr1811.html#abs-1811-02182

Hwaran Lee Geon-min Kim Ho-Gyeong Kim Sang-Hoon Oh Soo-Young Lee Deep CNNs Along the Time Axis With Intermap Pooling for Robustness to Spectral Variations. 1310-1314 2016 23 IEEE Signal Process. Lett. 10 https://doi.org/10.1109/LSP.2016.2589962 db/journals/spl/spl23.html#LeeKKOL16

Hwaran Lee Geon-min Kim Ho-Gyeong Kim Sang-Hoon Oh Soo-Young Lee Deep CNNs along the Time Axis with Intermap Pooling for Robustness to Spectral Variations. 2016 abs/1606.03207 CoRR http://arxiv.org/abs/1606.03207 db/journals/corr/corr1606.html#LeeKKOL16

Wonil Chang Hyun Ah Song Sang-Hoon Oh Soo-Young Lee Noise-Robust Detection of Symmetric Axes by Self-Correcting Artificial Neural Network. 179-189 2015 41 Neural Process. Lett. 2 https://doi.org/10.1007/s11063-013-9319-4 db/journals/npl/npl41.html#ChangSOL15

Chang-Hyun Kim Wonil Chang Sang-Hoon Oh Soo-Young Lee Joint Estimation of Multiple Notes and Inharmonicity Coefficient Based on ${f_0}$-Triplet for Automatic Piano Transcription. 1536-1540 2014 21 IEEE Signal Process. Lett. 12 https://doi.org/10.1109/LSP.2014.2344670 db/journals/spl/spl21.html#KimCOL14

Hiroshi Wakuya Shohei Matsuoka Hideaki Itoh Sang-Hoon Oh A consideration on visualization of temporal signals by feedback SOM. 544-549 2014 SCIS&ISIS https://doi.org/10.1109/SCIS-ISIS.2014.7044801 conf/scisisis/2014 db/conf/scisisis/scisisis2014.html#WakuyaMIO14 Wonil Chang Hyun Ah Song Sang-Hoon Oh Soo-Young Lee Self-correcting Symmetry Detection Network. 559-566 2012 ICONIP (2) https://doi.org/10.1007/978-3-642-34481-7_68 conf/iconip/2012-2 db/conf/iconip/iconip2012-2.html#ChangSOL12

Sang-Hoon Oh Error back-propagation algorithm for classification of imbalanced data. 1058-1061 2011 74 Neurocomputing 6 https://doi.org/10.1016/j.neucom.2010.11.024 db/journals/ijon/ijon74.html#Oh11

Do-Kwan Oh Sang-Hoon Oh Soo-Young Lee Learning One-to-Many Mapping With Locally Linear Maps Based on Manifold Structure. 521-524 2011 18 IEEE Signal Process. Lett. 9 https://doi.org/10.1109/LSP.2011.2161578 db/journals/spl/spl18.html#OhOL11

Sang-Hoon Oh Statistical Analyses of Various Error Functions for Pattern Classifiers. 129-133 2011 ICHIT (2) https://doi.org/10.1007/978-3-642-24106-2_17 conf/ichit/2011-2 db/conf/ichit/ichit2011-2.html#Oh11a Sang-Hoon Oh Hidden Node Pruning of Multilayer Perceptrons Based on Redundancy Reduction. 245-249 2011 ICHIT (1) https://doi.org/10.1007/978-3-642-24082-9_30 conf/ichit/2011 db/conf/ichit/ichit2011.html#Oh11

Hyung-Min Park Sang-Hoon Oh Soo-Young Lee A Bark-scale filter bank approach to independent component analysis for acoustic mixtures. 304-314 2009 73 Neurocomputing 1-3 https://doi.org/10.1016/j.neucom.2009.08.009 db/journals/ijon/ijon73.html#ParkOL09

Jong-Hwan Lee Sang-Hoon Oh Soo-Young Lee Binaural semi-blind dereverberation of noisy convoluted speech signals. 636-642 2008 72 Neurocomputing 1-3 https://doi.org/10.1016/j.neucom.2008.07.005 db/journals/ijon/ijon72.html#LeeOL08

Hyun-Chul Choi Sam-Yong Kim Sang-Hoon Oh Se-Young Oh Sun-Young Cho Pose invariant face recognition with 3D morphable model and neural network. 4131-4136 2008 IJCNN https://doi.org/10.1109/IJCNN.2008.4634393 conf/ijcnn/2008 db/conf/ijcnn/ijcnn2008.html#ChoiKOOC08

Hyung-Min Park Chandra Shekhar Dhir Sang-Hoon Oh Soo-Young Lee A filter bank approach to independent component analysis for convolved mixtures. 2065-2077 2006 69 Neurocomputing 16-18 https://doi.org/10.1016/j.neucom.2005.09.016 db/journals/ijon/ijon69.html#ParkDOL06

Hyung-Min Park Sang-Hoon Oh Soo-Young Lee A modified infomax algorithm for blind signal separation. 229-240 2006 70 Neurocomputing 1-3 https://doi.org/10.1016/j.neucom.2006.03.009 db/journals/ijon/ijon70.html#ParkOL06

Hyung-Min Park Jong-Hwan Lee Sang-Hoon Oh Soo-Young Lee Blind Deconvolution with Sparse Priors on the Deconvolution Filters. 658-665 2006 conf/ica/2006 ICA https://doi.org/10.1007/11679363_82 db/conf/ica/ica2006.html#ParkLOL06 Seok-Hoon Kim Sang-Hoon Oh Jung-Hoon Hahm A design of digital rights management system utilizing multimedia content identifiers. 1057-1060 2004 conf/iadis/2004icwi ICWI db/conf/iadis/icwi2004.html#KimOH04 Hyung-Min Park Sang-Hoon Oh Soo-Young Lee Blind Equalization Using Direct Channel Estimation. 562-569 https://doi.org/10.1007/978-3-540-30110-3_72 2004 conf/ica/2004 ICA db/conf/ica/ica2004.html#ParkOL04 Jong-Hwan Lee Sang-Hoon Oh Soo-Young Lee Blind Dereverberation of Single-Channel Speech Signals Using an ICA-Based Generative Model. 1070-1075 https://doi.org/10.1007/978-3-540-30499-9_166 2004 conf/iconip/2004 ICONIP db/conf/iconip/iconip2004.html#LeeOL04

Hyung-Min Park Sang-Hoon Oh Soo-Young Lee A filter bank approach to independent component analysis and its application to adaptive noise cancelling. 755-759 2003 55 Neurocomputing 3-4 https://doi.org/10.1016/S0925-2312(03)00438-7 db/journals/ijon/ijon55.html#ParkOL03

Hyung-Min Park Sang-Hoon Oh Soo-Young Lee A uniform oversampled filter bank approach to independent component analysis. 249-252 2003 ICASSP (5) https://doi.org/10.1109/ICASSP.2003.1199915 conf/icassp/2003 db/conf/icassp/icassp2003.html#ParkOL03

Sang-Hoon Oh Soo-Young Lee A new error function at hidden layers for past training of multilayer perceptrons. 960-964 1999 10 IEEE Trans. Neural Networks 4 https://doi.org/10.1109/72.774272 https://www.wikidata.org/entity/Q51894125 db/journals/tnn/tnn10.html#OhL99

Sang-Hoon Oh Soo-Young Lee Corrections to "a new error function at hidden layers for fast training of multilayer perceptrons". 1541-1541 1999 10 IEEE Trans. Neural Networks 6 https://doi.org/10.1109/TNN.1999.809102 db/journals/tnn/tnn10.html#OhL99a

Sang-Hoon Oh Soo-Young Lee Optimal learning rates for each pattern and neuron in gradient descent training of multilayer perceptrons. 1635-1638 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.832617 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#OhL99 Sang-Hoon Oh Soo-Young Lee Accelerating the Learning Speed of Multilayer Perceptrons with a New Error Function for Hidden Layer. 1008-1011 1998 conf/iconip/1998 ICONIP db/conf/iconip/iconip1998.html#OhL98

Sang-Hoon Oh Improving the error backpropagation algorithm with a modified error function. 799-803 1997 8 IEEE Trans. Neural Networks 3 https://doi.org/10.1109/72.572117 https://www.wikidata.org/entity/Q52196806 db/journals/tnn/tnn8.html#Oh97

Lae-Jeong Park Dongkyung Nam Cheol Hoon Park Sang-Hoon Oh An empirical comparison of simulated annealing and genetic algorithms on NK fitness landscapes. 147-151 1997 ICEC https://doi.org/10.1109/ICEC.1997.592286 conf/icec/1997 db/conf/icec/icec1997.html#ParkNPO97 Sang-Hoon Oh Generalization of the cross-entropy error function to improve the error backpropagation algorithm. 1856-1861 1997 ICNN https://doi.org/10.1109/ICNN.1997.614181 conf/icnn/1997 db/conf/icnn/icnn1997.html#Oh97

Sang-Hoon Oh Youngjik Lee Sensitivity analysis of single hidden-layer neural networks with threshold functions. 1005-1007 1995 6 IEEE Trans. Neural Networks 4 https://doi.org/10.1109/72.392264 https://www.wikidata.org/entity/Q80669093 db/journals/tnn/tnn6.html#OhL95

Sang-Hoon Oh Youngjik Lee Effect of nonlinear transformations on correlation between weighted sums in multilayer perceptrons. 508-510 1994 5 IEEE Trans. Neural Networks 3 https://doi.org/10.1109/72.286927 https://www.wikidata.org/entity/Q80681144 db/journals/tnn/tnn5.html#OhL94

Youngjik Lee Sang-Hoon Oh Myung Won Kim An analysis of premature saturation in back propagation learning. 719-728 1993 6 Neural Networks 5 https://doi.org/10.1016/S0893-6080(05)80116-9 https://www.wikidata.org/entity/Q114947567 db/journals/nn/nn6.html#LeeOK93

Wonil Chang Sun-Young Cho Hyun-Chul Choi Chandra Shekhar Dhir Jung-Hoon Hahm Hideaki Itoh Bo-Kyeong Kim Chang-Hyun Kim Geon-min Kim Ho-Gyeong Kim Myung Won Kim Sam-Yong Kim Seok-Hoon Kim Hwaran Lee Jong-Hwan Lee Soo-Young Lee Youngjik Lee Shohei Matsuoka Dongkyung Nam Do-Kwan Oh Se-Young Oh Cheol Hoon Park Hyung-Min Park Lae-Jeong Park Sungjin Park Jihyeon Roh Hyun Ah Song Hiroshi Wakuya