Hoppa till huvudinnehållet
Till KTH:s startsida Till KTH:s startsida

Hedvig Kjellström

Profilbild av Hedvig Kjellström

PROFESSOR


Om mig

I am a Professor in the Division of Robotics, Perception and Learning, KTH, and also affiliated with Swedish University of Agricultural Sciences, Silo AI, Swedish e-Science Research Centre, and Max Planck Institute for Intelligent Systems, Germany. A short bio is found here.

I do research in Computer Vision and Machine Learning. The general theme of my research is methods for enabling artificial agents to interpret human and animal behavior. As outlined in the Portfolio pages, these ideas are applied in the study of human aesthetic bodily expressions such as in music and dance, modeling and interpreting human communicative behavior, and the understanding of animal behavior and experiences. In order to accomplish this we develop methods for agents to perceive the world and build representations of it through vision.

I teach in the Bachelor program Engineering Mathematics and in the Master programs Machine Learning, Computer Science and Systems, Control and Robotics at KTH. My current courses are found below.

In my free time I play the double bass in different settings, more info here.

News

Radio On September 14, 2023, I featured in the UR documentary series Sverige Forskar and talked about our research on computer analysis of horse behavior. Here is the espisode (in Swedish).
Radio

On April 21, 2023, I was interviewed in Swedish-speaking Finnish radio about AI and large language models like Chat-GPT. Here is the interview (in Swedish).

Radio On December 20, 2022, I appeared in Swedish television and talked about AI, creativity and what I think we should worry about. Here is the interview (in Swedish).
Article NEW PAPER: Ci Li, Ylva Mellbin, Johanna Krogager, Senya Polikovsky, Martin Holmberg, Nima Ghorbani, Michael J. Black, Hedvig Kjellström, Silvia Zuffi, and Elin Hernlund. The Poses for Equine Research Dataset (PFERD). Scientific Data 11, 497, 2024. Data and code
Article NEW PAPER: Silvia Zuffi, Ylva Mellbin, Ci Li, Markus Hoeschle, Hedvig Kjellström, Senya Polikovsky, Elin Hernlund, and Michael J. Black. VAREN: Very accurate and realistic equine network. In IEEE Conference on Computer Vision and Pattern Recognition, 2024.Videos and code
Article NEW PAPER: Marc Botet Colomer*, Pier Luigi Dovesi*, Theodoros Panagiotakopoulos, J. Frederico Carvalho, Linus Härenstam-Nielsen, Hossein Azizpour, Hedvig Kjellström, Daniel Cremers, and Matteo Poggi.  💀 To Adapt or Not to Adapt? Real-time adaptation for semantic segmentation. In IEEE International Conference on Computer Vision, 2023. (*Joint first authors) Videos and code

Kurser

Examensarbete i datalogi och datateknik med inriktning mot industriell ekonomi, avancerad nivå (DA235X), examinator | Kurswebb

Examensarbete i datalogi och datateknik med inriktning mot maskininlärning, avancerad nivå (DA233X), examinator | Kurswebb

Examensarbete i datalogi och datateknik med inriktning mot systemteknik och robotik, avancerad nivå (DA236X), examinator | Kurswebb

Examensarbete i datalogi och datateknik, avancerad nivå (DA231X), examinator | Kurswebb

Examensarbete i datalogi och datateknik, avancerad nivå (DA239X), examinator | Kurswebb

Examensarbete inom datalogi och datateknik med inriktning mot inbyggda system, avancerad nivå (DA248X), examinator | Kurswebb

Examensarbete inom datateknik, avancerad nivå (DA250X), examinator | Kurswebb

Examensarbete inom elektroteknik med inriktning mot systemteknik och robotik, avancerad nivå (EA236X), examinator | Kurswebb

Examensarbete inom elektroteknik, avancerad nivå (EA238X), examinator | Kurswebb

Examensarbete inom elektroteknik, avancerad nivå (EA250X), examinator | Kurswebb

Grundläggande datalogi för tekniska beräkningar (DD1328), examinator, kursansvarig | Kurswebb

Ingenjörsfärdigheter i teknisk matematik (SA1006), lärare | Kurswebb

Multimodala interaktioner och gränssnitt (DT2140), lärare | Kurswebb

Programsammanhållande kurs i maskininlärning (DD2301), lärare | Kurswebb

Tillämpad programmering och datalogi (DD2325), kursansvarig, lärare | Kurswebb