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Publication List

(Note) Publications written in Japanese are excluded from the list. See Japanese page.

Journal Papers

  1. Akisato Kimura "Large-scale cross-media analysis and mining from socially curated contents," Progress in Informatics, 2014. [ pdf ] [ DOI link ]
  2. Kevin Duh, Akisato Kimura, Tsutomu Hirao, Katsuhiko Ishiguro, Tomoharu Iwata, Ching-man Au Yeung "Creating stories from socially curated microblog messages," IEICE Transactions on Information and Systems, 2014. [ permalink ]
  3. Akisato Kimura, Ryo Yonetani, Takatsugu Hirayama "Computational models of human visal attention and their implementations: A survey," IEICE Transactions on Information and Systems, 2013. (IEICE Information and Systems Society Excellent Paper Award) [ pdf ] [ permalink ]
  4. Akisato Kimura, Masashi Sugiyama, Hitoshi Sakano, Hirokazu Kameoka "Designing various component analysis at will via generalized pairwise expression," IPSJ Transactions on Mathematical Modeling and its Applications (TOM), 2013. [ pdf ] [ DOI link ]
  5. Akisato Kimura, Masashi Sugiyama, Takuho Nakano, Hirokazu Kameoka, Hitoshi Sakano, Eisaku Maeda, Katsuhiko Ishiguro "SemiCCA: Efficient semi-supervised learning of canonical correlations," IPSJ Transactions on Mathematical Modeling and its Applications (TOM), 2013. [ pdf ] [ DOI link ]
  6. Ukrit Watchareeruetai, Akisato Kimura, Robert Cheng Bao, Takahito Kawanishi, Kunio Kashino
    "Interest point detection via stochastically derived stability," IPSJ Transactions on Computer Vision and Applications (CVA), 2011. [ PDF ] [ DOI link ]
  7. Kazuma Akamine, Ken Fukuchi, Akisato Kimura, Shigeru Takagi "Fully automatic extraction of salient regions in near real-time," the Computer Journal, 2010. [ DOI link ]
  8. Akisato Kimura, Tomohiko Uyematsu, Shigeaki Kuzuoka and Shun Watanabe, "Universal source coding over generalized complementary delivery networks," IEEE Transactions on Information Theory, 2009. [ pdf ] [ DOI link ]
  9. Akisato Kimura, Kunio Kashino, Takayuki Kurozumi and Hiroshi Murase,
    "A quick search method for audio signals based on piecewise linear representation of feature trajectories," IEEE Transactions on Audio, Speech and Language Processing, 2008. [ pdf ] [ DOI link ]
  10. Akisato Kimura, Tomohiko Uyematsu and Shigeaki Kuzuoka, "Universal coding for correlated sources with complementary delivery," IEICE Transactions on Fundamentals, 2007. [ DOI link ]
  11. Akisato Kimura and Tomohiko Uyematsu, "Weak variable-length Slepian-Wolf coding with linked encoders for mixed sources," IEEE Transactions on Information Theory, 2004. [ pdf ] [ DOI link ]
  12. Akisato Kimura, Kunio Kashino, Takayuki Kurozumi and Hiroshi Murase,
    "A quick search method for multimedia signals using global pruning," Systems and Computers in Japan, 2003. [ DOI link ]
Peer-reviewed conference papers

  1. Kota Nagayama, Akisato Kimura, Hiroyuki Fujishiro "Make it go viral - Generating attractive news headlines for distributing news articles on social media," Proc. Computation + Journalism Symposium (C+J2016). [ PDF ]
  2. Katsuhiko Ishiguro, Issei Sato, Masahiro Nakano, Akisato Kimura, Naonori Ueda "Infinite plaid models for infinite bi-clustering," Proc. AAAI Conference on Artificial Intelligence (AAAI2016). [ permalink ] [ Code ]
  3. Ryoji Wakayama, Ryuei Murata, Akisato Kimura, Takayoshi Yamashida, Yuji Yamauchi, Hironobu Fujiyoshi "Distributed forests for MapReduce-based machine learning," Proc. IAPR International Conference on Pattern Recognition (ACPR2015). [ PDF ] [ permalink ]
  4. Sawa Kourogi, Akisato Kimura, Hiroyuki Fujishiro, Hitoshi Nishikawa "Identifying attractive news headlines for social media," Proc. ACM International Conference on Information and Knowledge Management (CIKM2015). [ permalink ]
  5. Jun Fujiki, Masaru Tanaka, Hitoshi Sakano, Akisato Kimura "Geometry of Fisher's linear discriminant analysis," Proc. IAPR International Conference on Machine Vision and Applications (MVA2015). [ permalink ]
  6. Jiro Nakajima, Akisato Kimura, Akihiro Sugimoto, Kunio Kashino "Visual attention driven by auditory cues: Selecting visual features in synchronization with attracting auditory events," Proc. International Conference on Multimedia Modeling (MMM2015). [ permalink ] [ slides ]
  7. Masahiro Nakano, Katsuhiko Ishiguro, Akisato Kimura, Takeshi Yamada, Naonori Ueda "Rectangular tiling process," Proc. International Conference on Machine Learning (ICML2014). [ permalink ]
  8. Koh Takeuchi, Ryota Tomioka, Katsuhiko Ishiguro, Akisato Kimura, Hiroshi Sawada "Non-negative multiple tensor factorization," Proc. IEEE International Conference on Data Mining (ICDM2013). [ DOI link ]
  9. Alejandro Marcos Alvarez, Makoto Yamada, Akisato Kimura, Tomoharu Iwata "Clustering-based anomaly detection in multi-view data," Proc. ACM Conference on Information and Knowledge Management (CIKM2013). [ DOI link ] [ poster ]
  10. Akisato Kimura, Katsuhiko Ishiguro, Alejandro Marcos Alvarez, Kaori Kataoka, Kazuhiko Murasaki, Makoto Yamada "Image context discovery from socially curated contents," Proc. ACM International Conference on Multimedia (ACMMM2013). [ DOI link ] [ poster ]
  11. Alejandro Marcos Alvarez, Makoto Yamada, Akisato Kimura "Exploiting socially-generated side information to improve dimensionality reduction," Proc. International Workshop on Socially-Aware Multimedia (SAM2013), in conjunction with ACMMM2013. [ DOI link ] [ slides ]
  12. Makoto Yamada, Akisato Kimura, Futoshi Naya, Hiroshi Sawada "Change-point detection with feature selection in high-dimensional time-series data," Proc. International Joint Conference on Artificial Intelligence (IJCAI2013). [ permalink ]
  13. Koh Takeuchi, Katsuhiko Ishiguro, Akisato Kimura, Hiroshi Sawada "Non-negative multiple matrix factorization," Proc. International Joint Conference on Artificial Intelligence (IJCAI2013). [ permalink ]
  14. Katsuhiko Ishiguro, Akisato Kimura, Koh Takeuchi "Towards automatic image understanding and mining via social curation," Proc. IEEE International Conference on Data Mining (ICDM2012). [ DOI link ]
  15. Akisato Kimura, Masashi Sugiyama, Hitoshi Sakano, Hirokazu Kameoka "Designing various component analysis methods at will," Proc. IAPR International Conference on Pattern Recognition (ICPR2012). [ poster ] [ DOI link ]
  16. Hitoshi Sakano, Tsukasa Ohashi, Akisato Kimura, Hiroshi Sawada, Katsuhiko Ishiguro "Extended Fisher criterion based on auto-correlation matrix information," Proc. IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR2012). [ DOI link ]
  17. Ryo Yonetani, Akisato Kimura, Hitoshi Sakano, Ken Fukuchi "Single image segmentation with estimated depth," Proc. British Machine Vision Conference (BMVC2012). [ project ] [ DOI link ] [ poster ]
  18. Kevin Duh, Tsutomu Hirao, Akisato Kimura, Katsuhiko Ishiguro, Tomoharu Iwata, Ching-Man Au Yeung "Creating stories: Social curation of Twitter messages," Proc. International AAAI Conference on Weblogs and Social Media (ICWSM2012). [ project ] [ pdf ] [ DOI link ] [ poster ]
  19. Takuho Nakano, Akisato Kimura, Hirokazu Kameoka, Shigeki Sagayama, Shigeki Miyabe, Nobutaka Ono, Kunio Kashino, Takuya Nishimoto "Automatic video annotation via hierarchical topic trajectory model considering cross-modal correlations," Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2011). [ DOI link ] [ poster ]
  20. Jun Takagi, Yasunori Ohishi, Akisato Kimura, Masashi Sugiyama, Makoto Yamada, Hirokazu Kameoka "Automatic audio tag classification via semi-supervised canonical density estimation," Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2011). [ DOI link ] [ poster ]
  21. Takuya Maekawa, Akisato Kimura, Hitoshi Sakano "Wearable sensor device for automatic recording of hand drawings," presented in a demo session, Asian Confernece on Computer Vision (ACCV2010).
  22. Akisato Kimura, Hirokazu Kameoka, Masashi Sugiyama, Takuho Nakano, Eisaku Maeda, Hitoshi Sakano, Katsuhiko Ishiguro "SemiCCA: Efficient semi-supervised learning of canonical correlations," Proc. IAPR International Conference on Pattern Recognition (ICPR2010). [ DOI link ] [ poster ]
  23. Shigeaki Kuzuoka, Akisato Kimura, Tomohiko Uyematsu "Universal source coding for multiple decoders with side information," Proc. IEEE International Symposium on Information Theory (ISIT2010). [ DOI link ]
  24. Ken Fukuchi, Kouji Miyazato, Akisato Kimura, Shigeru Takagi and Junji Yamato "Saliency-based video segmentation with graph cuts and sequentially-updated priors," Proc. International Conference on Multimedia and Expo (ICME2009). [ DOI link ] [ poster ]
  25. Kouji Miyazato, Akisato Kimura, Shigeru Takagi and Junji Yamato "Real-time estimation of human visual attention with MCMC-based particle filter," Proc. International Conference on Multimedia and Expo (ICME2009). [ DOI link ] [ presentation material ]
  26. Akisato Kimura, Derek Pang, Tatsuto Takeuchi, Junji Yamato and Kunio Kashino "Dynamic Markov random fields for stochastic modeling of visual attention," Proc. International Conference on Pattern Recognition (ICPR2008). [ DOI link ] [ poster ]
  27. Shigeaki Kuzuoka, Akisato Kimura and Tomohiko Uyematsu "Universal coding for lossy complementary delivery problem," Proc. International Symposium on Information Theory (ISIT2008). [ DOI link ]
  28. Derek Pang, Akisato Kimura, Tatsuto Takeuchi, Junji Yamato and Kunio Kashino "A stochastic model of selective visual attention with a dynamic Bayesian network," Proc. International Conference on Multimedia and Expo (ICME2008). [ DOI link ] [ slides ]
  29. Clement Leung, Akisato Kimura, Tatsuto Takeuchi and Kunio Kashino "A computational model of saliency depletion/recovery phenomena for the salient region extraction of videos," Proc. International Conference on Multimedia and Expo (ICME2007). [ DOI link ] [ slides ]
  30. Akisato Kimura, Tomohiko Uyematsu and Shigeaki Kuzuoka, "Universal coding for correlated sources with complementary delivery," Proc. International Symposium on Information Theory (ISIT2007). [ DOI link ] [ slides ]
  31. Kunio Kashino, Akisato Kimura, Takayuki Kurozumi and Hidehisa Nagano "Robust search methods for music signals based on simple representation," Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP2007). [ DOI link ]
  32. Akisato Kimura and Tomohiko Uyematsu, "Multiterminal source coding with complementary delivery," Proc. International Symposium on Information Theory and Its Applications (ISITA2006). [ pdf ] [ slides ]
  33. Takahito Kawanishi, Masaru Tsuchida, Shigeru Takagi, Akisato Kimura and Junji Yamato "Small cylindrical display using asherical mirror for anthropomorphic agents", Proc. International Display Workshop / Asia Display (IDW/AD2005).
  34. Akisato Kimura, Takahito Kawanishi and Kunio Kashino, "Acceleration of similarity-based partial image retrieval using multistage vector quantization," Proc. International Conference on Pattern Recognition (ICPR2004). [ DOI link ] [ poster ]
  35. Kunio Kashino, Akisato Kimura and Takayuki Kurozumi "A quick video search method based on local and global feature pruning", Proc. International Conference on Pattern Recognition (ICPR2004). [ DOI link ]
  36. Akisato Kimura, Takahito Kawanishi and Kunio Kashino, "Similarity-based partial image retrieval guaranteeing same accuracy as exhaustive matching," Proc. International Conference on Multimedia and Expo (ICME2004). [ pdf ] [ poster ]
  37. Akisato Kimura, Kunio Kashino, Takayuki Kurozumi and Hiroshi Murase, "Dynamic-segmentation-based feature dimension reduction for quick audio/video searching," Proc. International Conference on Multimedia and Expo (ICME2003). [ DOI link ] [ poster ]
  38. Akisato Kimura, Kunio Kashino, Takayuki Kurozumi and Hiroshi Murase, "A quick search method for multimedia signals using feature compression based on piecewise linear maps," Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP2002). [ DOI link ] [ poster ]
  39. Akisato Kimura and Tomohiko Uyematsu, "Weak variable-lenth Slepian-Wolf coding with linked encoders for mixed source," Proc. IEEE Information Theory Workshop 2001 (ITW2001). [ DOI link ]
  40. Akisato Kimura, Kunio Kashino, Takayuki Kurozumi and Hiroshi Murase, "Very quick audio searching : Introducing global pruning to the Time-Series Active Search," Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP2001). [ DOI link ] [ slides ]
  41. Nobukazu Takai, Akisato Kimura and Nobuo Fujii, "CMOS FET companding current-mode integrator," Proc. IEEE Asia-Pacific Conference on Circuit and Systems (APCCS98). [ DOI link ]
Other conference papers

  1. Akisato Kimura, Particle-based simulation of the Gel'fand-Pinsker channel capacity and the Wyner-Ziv rate-distortion function," Proc. Symposium on Information Theory and its Applications (SITA2008, domestic).
  2. Akisato Kimura, Tomohiko Uyematsu and Shigeaki Kuzuoka, "Universal coding for correlated sources over generalized complementary delivery networks," Proc. Symposium on Information Theory and its Applications (SITA2007, domestic). [ pdf ] [ slides ]
  3. Shigeaki Kuzuoka, Akisato Kimura and Tomohiko Uyematsu, "Simple coding schemes for lossless and lossy complementary delivery problems,"
    Proc. Shannon Theory Workshop (STW2007, domestic).
  4. Akisato Kimura and Tomohiko Uyematsu, "Information-theoretical analysis of index searching: Revised," Proc. Symposium on Information Theory and its Applications (SITA2006, domestic). [ pdf ] [ slides ]
  5. Akisato Kimura and Tomohiko Uyematsu, "Multiterminal source coding for cascading and feedback refinement systems," Proc. Shannon Theory Workshop (STW2006, domestic).
  6. Akisato Kimura and Tomohiko Uyematsu, "Large deviations performance of interval algorithm for random number generation," Proc. Memorial workshop for the 50th anniversary of the Shannon theory, 1999. [ pdf ]
Talks

  1. Akisato Kimura "Computational models of human visual attention driven by auditory cues," International Symposium on Brainware LSI, Sendai, Miyagi, Japan, March 2015. [ slides ]
  2. Akisato Kimura "Social curation as corpora for large-scale multimedia content analysis," ACM International Conference on Multimedia Retrieval (ICMR2013). [ presentation material ]
  3. Akisato Kimura, Kunio Kashino, Ken Fukuchi, Kouji Miyazato, Kazuma Akamine, Shigeru Takagi "Cognitive developmental approach towards the realization of human-like visual scene understanding: Framework and core technologies", IEEE Workshop on Computer vision for Humanoid Robots in Real Environments, in conjunction with ICCV2009. [ short talk ] [ poster ] [ demo video ]
  4. Akisato Kimura "A stochastic model of selective visual attention with a dynamic Bayesian network", University of Southern California (iLab), 2008.
  5. Derek Pang, Akisato Kimura, Tatsuto Takeuchi, Junji Yamato and Kunio Kashino "A stochastic model of selective visual attention with a dynamic Bayesian network", MIRU International Workshop on Computer Vision (MIRU-IWCV 2008). [ poster ]
  6. Akisato Kimura "A stochastic model of selective visual attention with a dynamic Bayesian network", Bielefeld University (CoR-Lab), 2008.
  7. Akisato Kimura "Universal coding for correlated sources with generalized complementary delivery", Chinese University of Hong Kong, 2007.
  8. Akisato Kimura, Tomohiko Uyematsu, Shigeaki Kuzuoka "Universal coding for correlated sources with generalized complementary delivery," presented at a recent result session, International Symposium on Information Theory (ISIT2007). [ poster ]
  9. Akisato Kimura "Multiterminal source coding with complementary delivery", University of Tokyo (Department of Complex Science and Engineering), 2006.
  10. Akisato Kimura "Information-theoretical analysis of index searching", University of Electro-Communications (Network Information Lab), 2005.
  11. Akisato Kimura "SPIRE: A new method for similarity-based partial image retrieval", University of Cambridge (Signal Processing Lab), 2004.
  12. Akisato Kimura "Weak variable-length coding theorems for correlated general sources", University of Electro-Communications (Network Information Lab), 1999.
Articles

  1. Akisato Kimura, Hirokazu Kameoka, Kunio Kashino "Medie Scene Learning: A framework for extracting meaningful parts from audio and video signals", NTT Technical Review, 2010. [ PDF ]
Technical Reports

  1. Akisato Kimura, Derek Pang, Tatsuto Takeuchi, Kouji Miyazato, Junji Yamato and Kunio Kashino "A stochastic model of human visual attention with a dynamic Bayesian network," [ pdf (arXiv.org) ]
  2. Akisato Kimura and Tomohiko Uyematsu "Multiterminal source coding with complementary delivery," Technical report, No. AK-TR-2008-01, October 2008. (Note: This report includes some flaws in the proof of the converse part.) [ arXiv ]
  3. Akisato Kimura and Tomohiko Uyematsu "Multiterminal source coding for cascading and feedback refinement systems," Technical report, No. AK-TR-2006-03, November 2006. [ pdf ]
  4. Akisato Kimura and Tomohiko Uyematsu "Large deviations performance of Knuth-Yao algorithm for random number generation," Technical report, No. AK-TR-1999-02, April 1999. [ pdf ]
  5. Akisato Kimura and Tomohiko Uyematsu "Large deviations performance of interval algorithm for random number generation," Technical report, No. AK-TR-1999-01, February 1999. [ pdf ]

  1. "Statistical Computational Cosmology with Big Astronomical Imaging Data," Co-researcher, JST CREST "Advanced Application Technologies to Boost Big Data Utilization for Multiple-Field Scientific Discovery and Social Problem Solving," 2014-2019.
  2. "Constructions of machine learning theories for prediction and decision making and their realization in neural circuits," Collaborator, Grant-in-Aid for Scientific Research on Innovative Areas "Elucidation of the Neural Computation for Prediction and Decision Making," 2012--2013.
  3. "Generating communication strategies for robots," Collaborator, Grant-in-Aid for Scientific Research on Innovative Areas "Founding a creative society via collaboration between humans and robots," 2010--2012.
  4. "On theoretical bounds of information retrieval based on network source coding and its applications," Principal Investigator, Grant-in-Aid for Young Scientists (B) 20760255, 2008--2010.
Thesis

  1. "Coding theorems for correlated sources with cooperative encoders," Ph.D dissertation, Tokyo Institute of Technology, September 2007. [ pdf ] [ slides ]
  2. "Weak variable-length Slepian-Wolf coding with linked encoders for mixed sources," Master dissertation, Tokyo Institute of Technology, March 2000. [ pdf ] [ slides ]