Projects per year
Personal profile
Biography
Kalin is an ARC DECRA Fellow at Monash University. Prior to his current role, he was a Research Associate and Postdoctoral Research Scholar at University of Southern California.
He received the MSc degree in Artificial Intelligence from University of Amsterdam (Amsterdam, The Netherlands) and the PhD degree in Computer Science from KTH Royal Institute of Technology (Stockholm, Sweden). During his PhD studies he was a Visiting Research Scholar at University of Southern California's Institute for Creative Technologies (Los Angeles, USA) and at National Institute of Informatics's Computer Vision and Discrete Geometry Group (Tokyo, Japan).
Kalin works on Affective Computing - a subfield of Artificial Intelligence focusing on the study and development of systems that can recognize, interpret, process, and simulate human affects. In particular, Kalin is interested in perception and production of human communicative behaviour in face-to-face interactions for the development of autonomous social systems capable to perceive and act in unstructured social environments considering the affective and motivational states of the people interacting with them.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, PhD, Kungliga Tekniska Högskolan (Royal Institute of Technology)
Artificial Intelligence, MSc, Universiteit van Amsterdam (University of Amsterdam)
Research area keywords
- Affective Computing
- Accessible Computing
- Cognitive Systems
- Social Signal Processing
- Human-Computer Interaction
Collaborations and top research areas from the last five years
Projects
- 2 Active
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Towards automated Australian Sign Language translation
Australian Research Council (ARC)
1/01/23 → 31/12/25
Project: Research
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Do You Really Mean That? Content driven audio-visual deepfake dataset and multimodal method for temporal forgery localization
Cai, Z., Stefanov, K., Dhall, A. & Hayat, M., 2022, 2022 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2022. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
Graph-based group modelling for backchannel detection
Sharma, G., Stefanov, K., Dhall, A. & Cai, J., 2022, Proceedings of the 30th ACM International Conference on Multimedia. Bertini, M. & Schoeffmann, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 7190-7194 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
1 Citation (Scopus) -
Hierarchical Residual learning based Vector Quantized Variational Autoencoder for image reconstruction and generation
Adiban, M., Stefanov, K., Siniscalchi, S. M. & Salvi, G., 2022, 33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022. Fang, Y. & I. Aviles-Rivero, A. (eds.). Durham UK: British Machine Vision Association, 12 p. 636Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Analysis of behavior classification in motivational interviewing
Tavabi, L., Tran, T., Stefanov, K., Borsari, B., Woolley, J. D., Scherer, S. & Soleymani, M., 2021, NAACL HLT 2021 - Computational Linguistics and Clinical Psychology: Improving Access, Proceedings of the Seventh Workshop. Goharian, N., Resnik, P., Yates, A., Ireland, M., Niederhoffer, K. & Resnik, R. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 110-115 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile4 Citations (Scopus) -
Group-level focus of visual attention for improved active speaker detection
Birmingham, C., Mataric, M. & Stefanov, K., 2021, ICMI ’21 CompanionCompanion Publication of the 2021 International Conference onMultimodal Interaction. Oviatt, S., Ali Salah, A. & Zhao, G. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 37-42 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Prizes
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Best Paper Award
Soleymani, Mohammad (Recipient), Stefanov, Kalin (Recipient), Kang, Sin-Hwa (Recipient), Ondras, Jan (Recipient) & Gratch, Jonathan (Recipient), 2019
Prize: Prize (including medals and awards)
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Discovery Early Career Researcher Award
Stefanov, Kalin (Recipient), 2022
Prize: Competitive Fellowships
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DSTG Best Contribution to Science Award
Cai, Zhixi (Recipient), Stefanov, Kalin (Recipient), Dhall, Abhinav (Recipient) & Hayat, Munawar (Recipient), 2022
Prize: Prize (including medals and awards)
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First Place Award
Sharma, Garima (Recipient), Stefanov, Kalin (Recipient), Dhall, Abhinav (Recipient) & Cai, Jianfei (Recipient), 2022
Prize: Prize (including medals and awards)
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Outstanding Demo Award
Al Moubayed, Samer (Recipient), Skantze, Gabriel (Recipient), Beskow, Jonas (Recipient), Stefanov, Kalin (Recipient) & Gustafson, Joakim (Recipient), 2012
Prize: Prize (including medals and awards)
Activities
- 4 Public lecture/debate/seminar
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Affective Computing: A Computational Perspective
Kalin Stefanov (Contributor)
18 Jul 2022Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar
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Modeling of Human Visual Attention in Multiparty Open-World Dialogues
Kalin Stefanov (Contributor)
10 Mar 2022Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar
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Building an Open-Source Community
Kalin Stefanov (Contributor)
27 Apr 2021Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar
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Towards Robust Vision-Based Voice Activity Detection
Kalin Stefanov (Contributor)
11 Dec 2020Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar