Publication List

Efficient Dialogue State Tracking by Selectively Overwriting MemorySungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo LeeACL 20202020
Contextualized Sparse Representations for
Real-Time Open-Domain Question Answering
Jinhyuk Lee, Minjoon Seo, Hanna Hajishirzi, Jaewoo KangACL 20202020
In defence of metric learning for speaker recognitionJoon Son Chung, Jaesung Huh, Seongkyu Mun, Minjae Lee, Hee Soo Heo, Soyeon Choe, Chiheon Ham, Sunghwan Jung, Bong-Jin Lee, Icksang HanArXiv2020Github
Embedding Expansion: Augmentation in Embedding Space for Deep Metric LearningByungsoo Ko*, Geonmo Gu*CVPR 20202020Github
Regularization on Spatio-Temporally Smoothed Feature for Action RecognitionJinhyung Kim, Dongyoon Wee, Soonmin Bae, Junmo KimCVPR 20202020
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy
Jaejun Yoo*, Namhyuk Ahn, Kyung-Ah SohnCVPR 20202020Github
Evaluating Weakly Supervised Object Localization Methods RightJunsuk Choe*, Seong Joon Oh*, Seungho Lee (Yonsei Univ.), Sanghyuk Chun, Zeynep Akata (Univ. of Tubingen), Hyunjung Shim (Yonsei Univ.)CVPR 20202020Github
StarGAN v2: Diverse Image Synthesis for Multiple DomainsYunjey Choi*, Youngjung Uh*, Jaejun Yoo*, Jung-Woo HaCVPR 20202020Github
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image TranslationJunho Kim, Minjae Kim, Hyeonwoo Kang, Kwang Hee LeeICLR 20202020Github
Data-Driven Harmonic Filters for Audio Representation LearningMinz Won (Univ. of Pompeu Fabra), Sanghyuk Chun, Oriol Nieto (Pandora), Xavier Serra (Univ. of Pompeu Fabra)ICASSP 20202020
The Sound of My Voice: Speaker Representation Loss for Target Voice SeparationSeongkyu Mun, Soyeon Choe, Jaesung Huh, Joon Son ChungICASSP 20202020
Disentangled Speech Embeddings Using Cross-modal Self-supervisionArsha Nagrani* (Univ. of Oxford), Joon Son Chung*, Samuel Albanie (Univ. of Oxford), Andrew Zisserman (Univ. of Oxford)ICASSP 20202020
ASR is All You Need: Cross-modal Distillation for Lip ReadingTriantafyllos Afouras (Univ. of Oxford), Joon Son Chung, Andrew Zisserman (Univ. of Oxford) ICASSP 20202020
Learning From Dances : Pose-invariant Re-identification for Multi-person TrackingHsuan-I Ho, Minho Shim, Dongyoon WeeICASSP 20202020
Parallel WaveGAN: A Fast waveform generation model based on generative adversarial networks with multi-resolution spectrogramRyuichi Yamamoto, Eunwoo Song, Jae-Min KimICASSP 20202020
Improving LPCNet-based text-to-speech with linear prediction-structured mixture density networkMin-Jae Hwang, Eunwoo Song, Ryuichi Yamamoto, Frank Soong (MSRA), Hong-Goo Kang (Yonsei Univ)ICASSP 20202020
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural NetworkJungkyu Lee, Taeryun Won, Kiho HongarXiv2020Github
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student LearningDong-Hyun Hwang, Suntae Kim, Nicolas Monet, Hideki Koike, Soonmin BaeWACV 20202020
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking DecoderHyojin Park, Lars Lowe Sjösund, YoungJoon Yoo, Nicolas Monet (NAVER LABS Europe), Jihwan Bang, Nojun Kwak (Seoul National Univ.)WACV 20202020Github
Symmetrical synthesis for deep metric learningGeonmo Gu, Byung Soo KoAAAI 20202020Github
Background Suppression Networks for Weakly-supervised Temporal Action LocalizationPilhyeon Lee (Yonsei Univ.), Youngjung Uh, Heyran Byun (Yonsei Univ.)AAAI 20202020
An Effective Style Token Weight Control Technique for End-to-End Emotional Speech Synthesis
Ohsung Kwon, Inseon Jang (ETRI), ChungHyun Ahn (ETRI), Hong-Goo Kang (Yonsei Univ.)IEEE Signal Processing Letters (presented @ ICASSP 2020)2019
Efficient Dialogue State Tracking by Selectively Overwriting MemorySungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo LeearXiv2019
Learning De-biased Representations with Biased RepresentationsHyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo (Korea Univ.), Seong Joon OharXiv2019
CORD: A Consolidated Receipt Dataset for Post-OCR ParsingSeunghyun Park, Seung Shin, Bado Lee, Junyeop Lee, Jaeheung Surh, Minjoon Seo, Hwalsuk LeeDocument Intelligence WS@NeurIPS 20192019Github
Unpaired Sketch-to-Line Translation via Synthesis of SketchesGayoung Lee, Dohyun Kim (NAVER Webtoon), Youngjoon Yoo, Dongyoon Han, Jung-Woo Ha, Jaehyuk Chang (NAVER Webtoon)

CodeKernel: A Graph Kernel Based Approach to the Selection of API Usage ExamplesXiaodong Gu, Hongyu Zhang (Univ. of Newcastle), Sunghun KimIEEE/ACM ASE 20192019
Subword Language Model for Query Auto-CompletionGyuwan KimEMNLP-IJCNLP 20192019Blog
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language QuestionsFuxiang Chen, Seung-won Hwang (Yonsei Univ.), Jaegul Choo (Korea Univ.), Jung-Woo Ha, Sung KimEMNLP-IJCNLP 20192019Blog
Mixture Content Selection for Diverse Sequence GenerationJaemin Cho, Minjoon Seo, Hannaneh Hajishirzi (Univ. of Washington)EMNLP-IJCNLP 20192019Blog
Regularization Strategy to Train Strong Classifiers with Localizable Features
Classification Robustness and Uncertainty
Sangdoo Yun, Dongyoon Han, Seong Joon Oh, Sanghyuk Chun, Junsuk Choe, Youngjoon YooICCV 2019 (Oral)2019Blog
What is
Wrong with Scene Text Recognition Model Comparisons? Dataset and Model
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk LeeICCV 2019 (Oral)2019Blog
Style Transfer via Wavelet Transforms
Jaejun Yoo, Youngjung Uh, Sanghyuk Chun, Byungkyu Kang, Jung-Woo HaICCV 20192019Blog
A Comprehensive Overhaul of Feature DistillationByeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young ChoiICCV 20192019Blog
Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform GenerationRyuichi Yamamoto, Eunwoo Song, Jae-Min KimINTERSPEECH 20192019
Enhancement for MELP Speech Codec in Noisy Communication Environment
Min-Jae Hwang, Hong-Goo KangINTERSPEECH 20192019
Who Said that: Audio-Visual Speaker Diarisation of Real-World MeetingsJoon Son Chung, Bong-Jin Lee, Icksang HanINTERSPEECH 20192019
My Lips are Concealed: Audio-Visual Speech Enhancement through ObstructionsTriantafyllos Afouras, Joon Son Chung, Andrew ZissermanINTERSPEECH 20192019
BioBERT: a pre-trained biomedical language representation model for biomedical text miningJinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo KangBioinformatics2019
Vocoder: A Neural Excitation Model for Parametric Speech Synthesis Systems
Eunwoo Song, Kyungguen Byun, Hong-Goo KangEUSIPCO 20192019
Tripartite Heterogeneous Graph Propagation for Large-scale Social RecommendationKyung-Min Kim, Donghyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo HaRecsys 2019 (LBR)2019
Open-Domain Question Answering with Dense-Sparse Phrase Index
Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh HajishirziACL 20192019
TedEval: A Fair Evaluation Metric for Scene Text DetectorsChae Young Lee, Youngmin Baek, Hwalsuk LeeWorkshop on Industrial Applications of Document Analysis and Recognition 20192019Blog
Model for Text-to-Speech
Kyungguen Byun, Eunwoo Song, Jinseob Kim, Jae-Min Kim, Hong-Goo KangITC-CSCC 20192019
Region Awareness for Text Detection
Youngmin Baek, Bado Lee, Dongyoon Han, Sangdoo Yun, Hwalsuk LeeCVPR 20192019
Extremely Tiny Face Detector via Iterative Filter Reuse
YoungJoon Yoo, Dongyoon Han, Sangdoo YunarXiv2019
and Understanding Self-Attention Based Music Tagging
Minz Won, Sanghyuk Chun, Xavier SerraMachine Learning for Music Discovery Workshop (Contributed Talk)@ICML 2019 2019
Empirical Evaluation on Robustness and Uncertainty of Regularization methods
Robustness and Uncertainty
Sanghyuk Chun, Seong Joon Oh, Sangdoo Yun, Dongyoon Han, Junsuk Choe, Youngjoon YooUncertainty & Robustness in Deep Learning Workshop@ICML 2019 2019
Curiosity-Bottleneck: Exploration By Distilling Task-Specific NoveltyYoungjin Kim, Wontae Nam, Hyunwoo Kim, Ji-Hoon Kim, Gunhee KimICML 20192019
Interpretable Music Tagging with Self-Attention
Minz Won, Sanghyuk Chun, Xavier SerraarXiv2019
Parameter Estimation Methods for an ExcitNet Model in Generative
Text-to-Speech Systems
Ohsung Kwon, Eunwoo Song, Jae-Min Kim,Hong-Goo KangarXiv2019
Mismatch Robust Acoustic Scene Classification Using Channel Information
Sung Kyu Moon, Suwon ShonICASSP 20192019
Match: Improved Cross-Modal Embeddings for Audio-Visual Synchronisation
Soo-Whan Chung, Joon Son Chung, Hong-Goo KangICASSP 20192019
Multimodal Response Generation with Conditional Wasserstein Auto-Encoder
Xiaodong Gu, Kyunghyun Cho, Jung-Woo Ha, Sunghun KimICLR 20192019
Answerer in Questioner's Mind for Visual Dialog Question Generation
Sang-Woo Lee, Tong Gao, Sohee Yang, Jaejun Yoo, Jung-Woo HaICLR 20192019
Uncertainty with Hedged Instance Embeddings
Seong Joon Oh, Andrew C. Gallagher, Kevin P. Murphy, Florian Schroff, Jiyan Pan, Joseph RothICLR 20192019
Where To
Be Adversarial Perturbations Added? Investigating and Manipulating Pixel
Robustness Using Input Gradients
Jisung Hwang, Younghoon Kim, Sanghyuk Chun, Jaejun Yoo, Ji-Hoon Kim, Dongyoon HanDebugging Machine Learning Models Workshop@ICLR 2019 2019
Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon SeoarXiv2019
Dropout for Recurrent Neural Networks
Sungrae Park, Jun-Keon Park, Su-Jin Shin, Il-Chul MoonAAAI 20192019
Context Enabled Recurrent Neural Network for Recommendation
Kyungwoo Song, Mingi Ji, Sungrae Park, Il-Chul MoonAAAI 20192019
Knowledge Distillation with Adversarial Samples Supporting Decision BoundaryByeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young ChoiAAAI 20192019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden NeuronsByeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young ChoiAAAI 2019, Oral2019
Diversification Using Counterfactual Debiasing
Sunghyun Park, Seung-Won Hwang, Fuxiang Chen, Jaegul Choo, Jung-Woo Ha, Sunghun KimAAAI 20192019
Question Answering Models for Goal-Oriented Dialog Learning
Jamin Shin, Andrea Madotto, Minjoon Seo, Pascale FungWorkshop on DSTC 2019 (at AAAI)2019
Variational Autoencoder
Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul MoonarXiv2019
Processing via Hybrid Denoising Networks for Speech Enhancement
Jang-Hyun Kim, Jaejun Yoo, Sanghyuk Chun, Adrian Kim, Jung-Woo HaarXiv2018
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual DialogSang-Woo Lee, Yu-Jung Heo, Byoung-Tak ZhangNeurIPS 2018, Spotlight2018
Neural Vocoders for Statistical Parametric Speech Synthesis Systems
Eunwoo Song, Jinseob Kim, Kyungguen Byun, Hong-Goo KangarXiv2018
Question Answering: A New Challenge towards Scalable Document Comprehension
Minjoon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh HajishirziEMNLP 20182018
Prediction of Vascular Diseases from Electronic Health Records via Deep Attention Networks
Seunghyun Park, You Jin Kim, Jeong Whun Kim, Jin Joo Park, Borim Ryu, Jung-Woo HaIEEE BIBE 20182018
CHOPT: Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning PlatformsJinwoong Kim, Minkyu Kim, Heungseok Park, Ernar Kusdavletov, Adrian Kim, Ji-Hoon Kim, Jung-Woo Ha, Nako SungarXiv2018
NSML: Meet the MLaaS Platform with a Real-World Case StudyHanjoo Kim, Minkyu Kim, Dongjoo Seo, Jinwoong Kim, Heungseok Park, Soeun Park, Hyunwoo Jo, KyungHyun Kim, Youngil Yang, Youngkwan Kim, Nako Sung, Jung-Woo HaarXiv2018
Learning of Music Using Artist Labels
Jiyoung Park, Jongpil Lee, Jangyeon Park, Jung-Woo Ha, Juhan NamISMIR 20182018
Multimodal Dual Attention Memory for Video Story Question AnsweringKyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim, Byoung-Tak ZhangECCV 20182018
Unsupervised Holistic Image Generation from Key Local PatchesDonghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai OhECCV 20182018
A Unified Framework for the Generation of Glottal Signals in Deep Learning-Based Parametric Speech Synthesis SystemsMin-Jae Hwang, Eunwoo Song, Jin-Seob Kim, Hong-Goo KangInterspeech 20182018
Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for
Speech Synthesis
Joun Yeop Lee, Sung Jun Cheon, Byoung Jin Choi, Nam Soo Kim, Eunwoo SongInterspeech 20182018
Deep Lip Reading: a Comparison of Models and an Online ApplicationTriantafyllos Afouras, Joon Son Chung, Andrew ZissermanInterspeech 20182018
The Conversation: Deep Audio Visual Speech EnhancementTriantafyllos Afouras, Joon Son Chung, Andrew ZissermanInterspeech 20182018
VoxCeleb2: Deep Speaker RecognitionJoon Son Chung, Arsha Nagrani, Andrew ZissermanInterspeech 20182018
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image TranslationYunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, Jaegul ChooCVPR 2018 (Oral)2018
Deep Code SearchXiaodong Gu, Hongyu Zhang, Sunghun KimICSE 20182018
Neural Speed Reading via Skim-RNNMinjoon Seo, Sewon Min, Ali Farhadi, Hannaneh HajishirziICLR 20182018
Perceptual Quality and Modeling Accuracy of Excitation Parameters in DLSTM-Based Speech Synthesis SystemsEunwoo Song, Frank K. Soong, Hong-Goo Kang2017 IEEE Automatic Speech Recognition
and Understanding Workshop
Automatic Music Highlight Extraction Using Convolutional Recurrent Attention NetworksJung-Woo Ha, Adrian Kim, Chanju Kim, Jangyeon Park, Sung KimarXiv2017
NSML: A Machine Learning Platform That Enables You to Focus on Your ModelsNako Sung, Minkyu Kim, Hyunwoo Jo, Youngil Yang, Jinwoong Kim, Leonard Lausen, Youngkwan Kim, Gayoung Lee, Donghyun Kwak, Jung-Woo Ha, Sung KimNIPS WS ML Systems 20172017
Highrisk Prediction from Electronic Medical Records via Deep Attention NetworksYou Jin Kim, Yun-Geun Lee, Jeong Whun Kim, Jin Joo Park, Borim Ryu, Jung-Woo HaNIPS WS ML4H 20172017
Overcoming Catastrophic Forgetting by Incremental Moment MatchingSang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun, Jung-Woo Ha, Byoung-Tak ZhangNIPS 20172017
Building a Better Bitext for Structurally Different Languages through Self-TrainingJungyeul Park, Loic Dugast, Jeen-Pyo Hong, Chang-Uk Shin, Jeong-Won ChaWorkshop on Curation and Applications of
Parallel and Comparable Corpora in IJCNLP 2017
Deep Neural Networks for News RecommendationsKeunchan Park, Jisoo Lee, Jaeho ChoiCIKM 20172017
Corpus-Based Evaluation of Chinese Text NormalizationSunhee KimOCOCOSDA 20172017
Effective Spectral and Excitation Modeling Techniques for LSTM-RNN-Based Speech Synthesis SystemsEunwoo Song, Frank K. Soong, Hong-Goo KangIEEE/ACM Transactions on Audio, Speech,
and Language Processing
Automatic DJ Mix Generation Using Highlight DetectionAdrian Kim, Soram Park, Jangyeon Park, Jung-Woo Ha, Taegyun Kwon, Juhan NamISMIR 20172017
Representation Learning of Music Using Artist LabelsJiyoung Park, Jongpil Lee, Jangyeon Park, Jung-Woo Ha, Juhan NamarXiv2017
A Typing Error-Robust Korean POS Tagging using Hangul Jamo Combination-Based EmbeddingDae-Ryong Seo, Youjin Chung, Inho KangHCLT 20172017
Question Retrieval Using Deep Semantic Matching for Community Question AnsweringSeon-Hoon Kim, Heon-Seok Jang, In-Ho KangHCLT 20172017
Verification of Transliteration Pairs Using Distance LSTM-CNN with Layer Normalization (in
Changsu Lee, Juryong Cheon, Joogeun Kim, Taeil Kim, Inho KangHCLT 20172017
Music Emotion Recognition via End-to-End Multimodal Neural NetworksByungsoo Jeon, Chanju Kim, Adrian Kim, Dongwon Kim, Jangyeon Park, Jung-Woo HaRECSYS 20172017
Translation of Natural Language Query into Keyword Query Using a RNN Encoder-DecoderHyun-Je Song, A-Yeong Kim, Seong-Bae ParkSIGIR 20172017
Dual-Memory Neural Networks for Modeling Cognitive Activities of Humans via Wearable SensorsSang-Woo Lee, Chung-Yeon Lee, Dong-Hyun Kwak, Jung-Woo Ha, Jeonghee Kim, Byoung-Tak ZhangNeural Networks Journal2017
Dual Attention Networks for Multimodal Reasoning and MatchingHyeonseob Nam, Jung-Woo Ha, Jeonghee KimCVPR 20172017
Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation LearningJaeyoon Yoo, Heonseok Ha, Jihun Yi, Jongha Ryu, Chanju Kim, Jung-Woo Ha, Young-Han Kim, Sungroh YoonarXiv2017
Hadamard Product for Low-Rank Bilinear PoolingJin-Hwa Kim, Kyoung-Woon On, Woosang Lim, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak ZhangICLR 20172017
A Study on Search Grid Points for Data-Driven 3-D BeamsteeringJeeSok Lee, Soo-Whan Chung, Min-Seok Choi, Hong-Goo KangHands-free Speech Communications and
Microphone Arrays (HSCMA), 2017
Predicting High-Risk Prognosis from Diagnostic Histories of Adult Disease Patients via Deep Recurrent Neural NetworksJung-Woo Ha, Adrian Kim, Dongwon Kim, Jeonghee Kim, Jeong-Whun Kim, Jin Joo Park, Borim RyuIEEE BigComp 20172017
Multimodal Residual Learning for Visual QAJin-Hwa Kim, Sang-Woo Lee, Donghyun Kwak, Min-Oh Heo, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak ZhangNIPS 20162016
How to Select a Good Voice for TTSSunhee Kim9th ISCA Speech Synthesis Workshop2016
Large-Scale Item Categorization in E-Commerce Using Multiple Recurrent Neural
Jung-Woo Ha, Hyuna Pyo, Jeonghee KimKDD 20162016
Networks News2Images: Automatically Summarizing News Articles into Image-Based Contents via Deep LearningJung-Woo Ha, Dongyeop Kang, Hyuna Pyo, Jeonghee KimRECSYS INRA WS 20152015