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Choi, Heeyoul

  1. Self-Knowledge Distillation in Natural Language Processing
    2019/08/02 by Hahn, Sangchul, Choi, Heeyoul · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. A Neural Knowledge Language Model
    2016/08/01 by Ahn, Sungjin, Choi, Heeyoul, Pärnamaa, Tanel +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Network Intrusion Detection based on LSTM and Feature Embedding
    2019/11/26 by Hyeokmin Gwon, Chungjun Lee, Gwon, Hyeokmin +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Packet Processing and Optimization #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
  4. Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation
    2024/06/12 by Tsun-An Hsieh, Heeyoul Choi, Hsieh, Tsun-An +3 · 2 citations
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis
  5. Deep Neural Networks and End-to-End Learning for Audio Compression
    2021/05/25 by Rim, Daniela N., Jang, Inseon, Choi, Heeyoul · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  6. Alpha-Integration Pooling for Convolutional Neural Networks
    2018/11/08 by Hayoung Eom, Eom, Hayoung, Heeyoul Choi +1 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Advanced Image and Video Retrieval Techniques
  7. Generalized Probabilistic Attention Mechanism in Transformers
    2024/10/21 by DongNyeong Heo, Heo, DongNyeong, Heeyoul Choi +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  8. Graph Neural Network based Service Function Chaining for Automatic Network Control
    2020/09/11 by DongNyeong Heo, Heo, DongNyeong, Stanislav Lange +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
  9. Reinforcement Learning of Graph Neural Networks for Service Function Chaining
    2020/11/17 by Heo, DongNyeong, Lee, Doyoung, Kim, Hee-Gon +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  10. Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains
    2021/09/29 by Chungjun Lee, Lee, Chungjun, Jibum Hong +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G