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Dongho Kim

Thesis

  • Robust Performance Evaluation of POMDP-Based Dialogue Systems
    Department of Computer Science, KAIST, 2011

Publications

  • Dongho Kim, Catherine Breslin, Pirros Tsiakoulis, Milica Gašić, Matthew Henderson, and Steve Young
    Inverse Reinforcement Learning for Micro-Turn Management
    To appear in Proc. of Interspeech, 2014
  • Milica Gašić, Dongho Kim, Pirros Tsiakoulis, Catherine Breslin, Matthew Henderson, Martin Szummer, Blaise Thomson, and Steve Young
    Incremental On-line Adaptation of POMDP-based Dialogue Managers to Extended Domains
    To appear in Proc. of Interspeech, 2014
  • Pirros Tsiakoulis, Catherine Breslin, Milica Gašić, Matthew Henderson, Dongho Kim and Steve Young
    Dialogue Context Sensitive Speech Synthesis using Factorized Deicsion Trees
    To appear in Proc. of Interspeech, 2014
  • Milica Gašić, Catherine Breslin, Matt Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, and Steve Young
    POMDP-based Dialogue Manager Adaptation to Extended Domains
    In Proc. of SigDial, 2013
    Best paper
  • Milica Gašić, Catherine Breslin, Matt Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, and Steve Young
    On-line Policy Optimisation of Bayesian Spoken Dialogue Systems via Human Interaction
    In Proc. of the Int'l Conf Acoustics Speech and Signal Processing (ICASSP), 2013
  • Catherine Breslin, Milica Gašić, Matt Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Kai Yu, and Steve Young
    Continuous ASR for Flexible Incremental Dialogue
    In Proc. of the Int'l Conf Acoustics Speech and Signal Processing (ICASSP), 2013
  • Dongho Kim, Kee-Eung Kim, and Pascal Poupart
    Cost-Sensitive Exploration in Bayesian Reinforcement Learning
    In Proc. of Neural Information Processing Systems (NIPS), 2012
  • Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart
    Point-Based Value Iteration for Constrained POMDPs
    In Proc. of the Int'l Joint Conference on Artifiical Intelligence (IJCAI), 2011
  • Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart
    Point-Based Value Iteration for Constrained POMDPs
    In Proc. of the IJCAI Workshop on Decision Making in Partially Observable, Uncertain Worlds: Exploring Insights from Multiple Communities, 2011
  • Dongho Kim, Jin Hyung Kim, and Kee-Eung Kim
    Robust Performance Evaluation of POMDP-Based Dialogue Systems
    IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 19(4), 2011
  • Pascal Poupart, Kee-Eung Kim, and Dongho Kim
    Closing the Gap: Towards Provably Optimal POMDP Solutions
    In Proc. of the Int'l Conference on Automated Planning Systems (ICAPS), 2011
  • Dongho Kim, Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Hyunjeong Kim, and Joo Won Sung
    Effects of User Modeling on POMDP-based Dialogue Systems
    In Proc. of the Annual Conference of the Int'l Speech Communication Association (INTERSPEECH), 2008
    Best student paper runner-up

Publications (in Korean)

  • Dongho Kim, Jaesong Lee, Jaedeug Choi, and Kee-Eung Kim
    A POMDP Framework for Dynamic Task Allocation and Reconnaissance of Multiple Unmanned Aerial Vehicles
    Journal of KIISE: Software and Applications 38(1A), 2011
  • Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart
    Point-Based Value Iteration for Constrained POMDPs
    In Proc. of Korea Computer Congress, 2011
    Best paper
  • Dongho Kim and Kee-Eung Kim
    A Partially Observable Markov Decision Process Approach to Intelligent Agents
    Communications of KIISE 29(2), 2011
  • Kyungmin Min, Seong Hun Lee, Dongho Kim, and Jin Hyung Kim
    Multi-Camera-based Place Recognition using Nonstationary HMM
    In Proc. of Korean HCI Conference, 2007
  • Kwang In Kim, Younghee Kwon, Dongho Kim, and Jin Hyung Kim
    Learning to Remove JPEG Artifacts
    In Proc. of Korea Computer Congress, 2005
  • Dongho Kim, Younghee Kwon, and Jin Hyung Kim
    A Hangul Input Interface Using Continuous Gestures and Language Models
    In Proc. of Korea Computer Congress, 2005
  • Taik Heon Rhee, Dongho Kim, Dae Hwan Kim, and Jin Hyung Kim
    Development of Character Input System using 3-D Smart Input Devices
    In Proc. of Korean HCI Conference, 2005

Awards

Contact

Department of Engineering
University of Cambridge
Trumpington Street
Cambridge CB2 1PZ

Office BN3-011
Email dk449 at the Cambridge academic domain