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Research Output

  • 4 Conference contribution
  • 4 Article
2020

Generative autoregressive networks for 3d dancing move synthesis from music

Ahn, H., Kim, J., Kim, K. & Oh, S., 1 Apr 2020, In : IEEE Robotics and Automation Letters. 5, 2, p. 3501-3508 8 p., 9019619.

Research output: Contribution to journalArticleScientificpeer-review

2019

Are Nearby Neighbors Relatives? Testing Deep Music Embeddings

Kim, J., Urbano, J., Liem, C. C. S. & Hanjalic, A., 2019, In : Frontiers in Applied Mathematics an Statistics. 5, p. 1-17 17 p., 53.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
26 Downloads (Pure)

Beyond Explicit Reports: Comparing Data-Driven Approaches to Studying Underlying Dimensions of Music Preference

Kim, J., Manolios, S., Demetriou, A. & Liem, C., 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. New York, NY: Association for Computing Machinery (ACM), p. 285-293 9 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
81 Downloads (Pure)

Make Some Noise: Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis

Kim, J. H., Picek, S., Heuser, A., Bhasin, S. & Hanjalic, A., 2019, In : IACR Transactions on Cryptographic Hardware and Embedded Systems. 2019, 3, p. 148-179 27 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
13 Downloads (Pure)
Open Access
File
2 Citations (Scopus)
137 Downloads (Pure)
2018

On the Performance of Convolutional Neural Networks for Side-Channel Analysis

Picek, S., Samiotis, I. P., Kim, J., Heuser, A., Bhasin, S. & Legay, A., 2018, Security, Privacy, and Applied Cryptography Engineering: 8th International Conference, SPACE 2018, Kanpur, India, December 15-19, 2018, Proceedings. Chattopadhyay, A., Rebeiro, C. & Yarom, Y. (eds.). Cham: Springer, p. 157-176 20 p. (Lecture Notes in Computer Science; vol. 11348).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

15 Citations (Scopus)

Towards Seed-Free Music Playlist Generation: Enhancing collaborative Filtering with Playlist Title Information

Kim, J., Won, M., Liem, C. C. S. & Hanjalic, A., 2018, RecSys Challenge '18 : Proceedings of the ACM Recommender Systems Challenge 2018 . New York: Association for Computing Machinery (ACM), p. 1-6 6 p. a14

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
2 Citations (Scopus)
44 Downloads (Pure)

Transfer Learning of Artist Group Factors to Musical Genre Classification

Kim, J., Won, M., Serra, X. & Liem, C. C. S., 2018, WWW'18 Companion Proceedings of the The Web Conference 2018. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, p. 1929-1934 6 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
28 Downloads (Pure)