Publication

2018

  • Michael Bechtel, Elise McEllhiney, Minje Kim and Heechul Yun (2018), “DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car,” in Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Hakodate, Japan, Aug. 28-31, 2018 [pdf][code].
  • Sanna Wager and Minje Kim (2018), “Collaborative speech dereverberation: regularized tensor factorization for crowdsourced multi-channel recordings,” in Proceedings of the 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, Sep. 3-7, 2018 [pdf][demo].
  • Matt Setzler, Tyler Marghetis, and Minje Kim (2018), “Creative leaps in musical ecosystems: early warning signals of critical transitions in professional jazz,” in Proceedings of the 40th Annual Conference of the Cognitive Science Society (CogSci), Madison, WI, Jul. 25-28, 2018. [pdf]
  • Lijiang Guo and Minje Kim (2018), “Bitwise Source Separation on Hashed Spectra: An Efficient Posterior Estimation Scheme Using Partial Rank Order Metrics,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, Apr. 15-20, 2018. [pdf][demo]
  • Minje Kim and Paris Smaragdis (2018), “Bitwise Neural Networks for Efficient Single-Channel Source Separation,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Calgary, Canada, Apr. 15-20, 2018. [pdf][demo]

2017

  • Lei Jiang, Minje Kim, Wujie Wen and Danghui Wang (2017), “XNOR-POP: A Processing-in-Memory Architecture for Binary Convolutional Neural Networks in Wide-IO2 DRAMs,” In Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Taipei, Taiwan, Jul. 24-26, 2017. [IEEE Xplore][pdf]
  • Hongwei Wang, Yunlong Gao, Shaohan Hu, Shiguang Wang, Renato Mancuso, Minje Kim, Poliang Wu, Lu Su, Lui Sha, and Tarek Abdelzaher (2017), “On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems,” ACM Transactions on Cyber-Physical Systems vol. 1, no. 3, article 16, pp. 16:1-16:19 Jul. 2017. [pdf]
  • Minje Kim (2017), “Collaborative Deep Learning for Speech Enhancement: A Run-Time Model Selection Method Using Autoencoders,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, Mar. 5-9, 2017. [pdf]
  • Sanna Wager, Liang Chen, Minje Kim, and Christopher Raphael (2017), “Towards Expressive Instrument Synthesis Through Smooth Frame-By-Frame Reconstruction: From String To Woodwind,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, Mar. 5-9, 2017. [pdf] [demo]

Minje’s Previous Publication

 

TALKS, POSTERS, OTHER PRESENTATIONS

  • [Talk/Workshop] Seventh Annual Midwest Cognitive Science Conference, Bloomington, IN, May 12, 2018
  • [Poster/workshop] U.S. Air Force Science and Technology 2030, Bloomington, IN, May 10, 2018
  • [Invited Talk] Data Science Online Immersion Weekend, Indiana University, Bloomington, IN, Mar. 3, 2018
  • [Invited Talk] Intelligent & Interactive Systems Talk Series, School of Informatics and Computing, Indiana University, Bloomington, IN, Feb. 5, 2018
  • [Poster/workshop] Neural Information Processing Systems (NIPS) Workshop on Machine Learning for Audio, Long Beach, CA, Dec. 8, 2017 (two posters)
  • [Poster/workshop] IEEE EnCON, Indiana University, Bloomington, IN, Nov. 10-11, 2017
  • [Invited Talk/workshop] International Conference on Parallel Architectures and Compilation Techniques (PACT) Workshop on Computational Intelligence and Soft Computing (CISC 2017), Portland, OR, Sep. 10, 2017
  • [Talk/workshop] Midwest Music and Audio Day, Northwestern University, Evanston, IL, Jun. 23, 2017
  • [Talk/workshop] Applied Research Institute Sensor Fusion Workshop, Indiana University, Bloomington, IN, Jun. 2, 2017
  • [Talk/workshop] Indiana University Bloomington/Bielefeld University Cognitive Interaction Technology Workshop, Indiana University, Bloomington, IN, May 17, 2017
  • [Talk/workshop] IBM CIO’s visit to IUB, May 3, 2017
  • [Talk/workshop] Improvising Brain III: Cultural Variation and Analytical Techniques Symposium, Atlanta, GA, Feb, 2017.
  • [Invited Talk] Department of Statistics Colloquium Series, Indiana University, Bloomington, IN, Oct. 31, 2016
  • [Invited Talk] Intelligent & Interactive Systems Talk Series, School of Informatics and Computing, Indiana University, Bloomington, IN, Oct. 31, 2016
  • [Invited Talk] Graduate School of Culture Technology, KAIST, Daejeon, Korea, Oct. 7, 2016
  • [Invited Talk] Graduate School of Convergence Science and Technology, Seoul National University, Suwon, Korea, Oct. 6, 2016
  • [Invited Talk] Qualcomm Korea, Seoul, Korea, Oct. 6, 2016