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Ha, Jung-Woo

  1. StarGAN v2: Diverse Image Synthesis for Multiple Domains
    2019/12/04 by Yunjey Choi, Choi, Yunjey, Youngjung Uh +5 · 80 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Machine Learning (cs.LG)
  2. Overcoming Catastrophic Forgetting by Incremental Moment Matching
    2017/03/24 by Sang-Woo Lee, Jin-Hwa Kim, Lee, Sang-Woo +7 · 66 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
  3. Rainbow Memory: Continual Learning with a Memory of Diverse Samples
    2021/03/31 by Jihwan Bang, Bang, Jihwan, Heesu Kim +7 · 26 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  4. Dataset Condensation via Efficient Synthetic-Data Parameterization
    2022/05/30 by Jang-Hyun Kim, Kim, Jang-Hyun, Jinuk Kim +13 · 26 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Speech Recognition and Synthesis
  5. Phase-aware Speech Enhancement with Deep Complex U-Net
    2019/03/07 by Hyeong-Seok Choi, Jang-Hyun Kim, Choi, Hyeong-Seok +9 · 18 citations
    Computer Science · Engineering · #Speech and Audio Processing #Indoor and Outdoor Localization Technologies #Speech Recognition and Synthesis
  6. Dense Text-to-Image Generation with Attention Modulation
    2023/08/24 by Yunji Kim, Kim, Yunji, Jiyoung Lee +7 · 25 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  7. Dual Attention Networks for Multimodal Reasoning and Matching
    2016/11/02 by Hyeonseob Nam, Nam, Hyeonseob, Jung-Woo Ha +3 · 17 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. KLUE: Korean Language Understanding Evaluation
    2021/05/20 by Sungjoon Park, Jihyung Moon, Park, Sungjoon +59 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. NSML: Meet the MLaaS platform with a real-world case study
    2018/10/08 by Hanjoo Kim, Kim, Hanjoo, Minkyu Kim +21 · 16 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
  10. Photorealistic Style Transfer via Wavelet Transforms
    2019/03/23 by Jaejun Yoo, Youngjung Uh, Yoo, Jaejun +7 · 9 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  11. Scaling Law for Recommendation Models: Towards General-purpose User Representations
    2021/11/15 by Kyuyong Shin, Shin, Kyuyong, Kwak, Hanock +8 · 10 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  12. SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
    2024/04/17 by Kim, Jaehyung, Nam, Jaehyun, Mo, Sangwoo +5 · 18 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference
    2021/10/19 by Koh, Hyunseo, Kim, Dahyun, Ha, Jung-Woo +1 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
    2022/02/21 by Sihyun Yu, Jihoon Tack, Yu, Sihyun +11 · 7 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
  15. NSML: A Machine Learning Platform That Enables You to Focus on Your Models
    2017/12/16 by Nako Sung, Minkyu Kim, Sung, Nako +19 · 8 citations
    Computer Science · #Data Stream Mining Techniques #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
  16. Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
    2024/02/08 by Heeseung Kim, Kim, Heeseung, Soonshin Seo +19 · 9 citations
    Computer Science · #Speech and dialogue systems #Speech Recognition and Synthesis
  17. Metropolis-Hastings Data Augmentation for Graph Neural Networks
    2022/03/26 by Hyeonjin Park, Park, Hyeonjin, Seunghun Lee +13 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural Networks and Applications
  18. On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
    2022/04/28 by Shin, Seongjin, Lee, Sang-Woo, Ahn, Hwijeen +8 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs
    2020/07/16 by Dasol Hwang, Hwang, Dasol, Jinyoung Park +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Text and Document Classification Technologies
  20. Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs
    2024/04/16 by Woomin Song, Seunghyuk Oh, Song, Woomin +11 · 6 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Data Quality and Management
  21. Query-Efficient Black-Box Red Teaming via Bayesian Optimization
    2023/05/27 by JunYeong Lee, Lee, Deokjae, Lee, JunYeong +10 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
  22. Multimodal Residual Learning for Visual QA
    2016/06/05 by Kim, Jin-Hwa, Lee, Sang-Woo, Kwak, Dong-Hyun +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images
    2022/06/17 by Han, Jiyeon, Choi, Hwanil, Choi, Yunjey +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. What Changes Can Large-scale Language Models Bring? Intensive Study on\n HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
    2021/09/09 by Boseop Kim, HyoungSeok Kim, Kim, Boseop +70 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  25. HyperCLOVA X Technical Report
    2024/04/02 by Kang Min Yoo, Yoo, Kang Min, Jaegeun Han +480 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  26. Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries
    2022/03/29 by Bang, Jihwan, Koh, Hyunseo, Park, Seulki +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Time Is MattEr: Temporal Self-supervision for Video Transformers
    2022/07/19 by Sukmin Yun, Yun, Sukmin, Jaehyung Kim +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  28. Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models
    2023/04/04 by Lee, Jaewoong, Jang, Sangwon, Jo, Jaehyeong +5 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.m #I.5.4 #Machine Learning (cs.LG)
  29. Representation Learning of Music Using Artist Labels
    2017/10/18 by Park, Jiyoung, Lee, Jongpil, Park, Jangyeon +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  30. Reinforcement Learning based Recommender System using Biclustering Technique
    2018/01/17 by Choi, Sungwoon, Ha, Heonseok, Hwang, Uiwon +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  31. SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created Through Human-Machine Collaboration
    2023/05/28 by Hwaran Lee, Seok-Hee Hong, Lee, Hwaran +23 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  32. DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder
    2018/05/31 by Xiaodong Gu, Gu, Xiaodong, Kyunghyun Cho +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  33. Switching Temporary Teachers for Semi-Supervised Semantic Segmentation
    2023/10/28 by Jaemin Na, Jung-Woo Ha, Na, Jaemin +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  34. Context-Aware Answer Extraction in Question Answering
    2020/11/05 by Seonwoo, Yeon, Kim, Ji-Hoon, Ha, Jung-Woo +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances
    2020/12/03 by Gu, Xiaodong, Yoo, Kang Min, Ha, Jung-Woo · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning
    2021/03/01 by Dasol Hwang, Hwang, Dasol, Jinyoung Park +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Domain Adaptation and Few-Shot Learning
  37. Reward Optimization for Neural Machine Translation with Learned Metrics
    2021/04/15 by Shu, Raphael, Yoo, Kang Min, Ha, Jung-Woo · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning
    2017/06/28 by Jaeyoon Yoo, Heonseok Ha, Yoo, Jaeyoon +13 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Human Pose and Action Recognition
  39. Generator Knows What Discriminator Should Learn in Unconditional GANs
    2022/07/27 by Lee, Gayoung, Kim, Hyunsu, Kim, Junho +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
    2022/10/08 by Se Jung Kwon, Kwon, Se Jung, Jeonghoon Kim +17 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
  41. Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning
    2022/12/07 by Shin, Kyuyong, Kwak, Hanock, Kim, Wonjae +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  42. KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application
    2023/05/28 by Hwaran Lee, Lee, Hwaran, Seok‐Hee Hong +9 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
  43. Large-Scale Answerer in Questioner's Mind for Visual Dialog Question\n Generation
    2019/02/21 by Sangwoo Lee, Tong Gao, Lee, Sang-Woo +8 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications