Hedvig Kjellström (Sidenbladh)

Hedvig Kjellström (Sidenbladh)

Kungliga Tekniska högskolan

H-index: 41

Europe-Sweden

About Hedvig Kjellström (Sidenbladh)

Hedvig Kjellström (Sidenbladh), With an exceptional h-index of 41 and a recent h-index of 27 (since 2020), a distinguished researcher at Kungliga Tekniska högskolan, specializes in the field of Computer Vision, Representation Learning, Human Behavior, Animal Behavior.

His recent articles reflect a diverse array of research interests and contributions to the field:

Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models

Recur, attend or convolve? on whether temporal modeling matters for cross-domain robustness in action recognition

Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data

Going deeper than tracking: a survey of computer-vision based recognition of animal pain and affective states

Is Markerless More or Less? Comparing a Smartphone Computer Vision Method for Equine Lameness Assessment to Multi-Camera Motion Capture

Learn the Time to Learn: Replay Scheduling in Continual Learning

To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation

Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings

Hedvig Kjellström (Sidenbladh) Information

University

Position

Professor at Principal AI Scientist at Silo AI Sweden

Citations(all)

7648

Citations(since 2020)

3257

Cited By

5412

hIndex(all)

41

hIndex(since 2020)

27

i10Index(all)

85

i10Index(since 2020)

58

Email

University Profile Page

Kungliga Tekniska högskolan

Google Scholar

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Hedvig Kjellström (Sidenbladh) Skills & Research Interests

Computer Vision

Representation Learning

Human Behavior

Animal Behavior

Top articles of Hedvig Kjellström (Sidenbladh)

Title

Journal

Author(s)

Publication Date

Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models

Wenjie Yin

Ruibo Tu

Hang Yin

Danica Kragic

Hedvig Kjellström

...

2023

Recur, attend or convolve? on whether temporal modeling matters for cross-domain robustness in action recognition

Sofia Broomé

Ernest Pokropek

Boyu Li

Hedvig Kjellström

2023

Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data

Journal of Computational and Graphical Statistics

Benjamin Christoffersen

Behrang Mahjani

Mark Clements

Hedvig Kjellström

Keith Humphreys

2023/10/2

Going deeper than tracking: a survey of computer-vision based recognition of animal pain and affective states

International Journal of Computer Vision

Sofia Broomé

Marcelo Feighelstein

Anna Zamansky

Gabriel Carreira Lencioni

Pia Haubro Andersen

...

2022

Is Markerless More or Less? Comparing a Smartphone Computer Vision Method for Equine Lameness Assessment to Multi-Camera Motion Capture

Animals

Felix Järemo Lawin

Anna Byström

Christoffer Roepstorff

Marie Rhodin

Mattias Almlöf

...

2023/1/24

Learn the Time to Learn: Replay Scheduling in Continual Learning

arXiv preprint arXiv:2209.08660

Marcus Klasson

Hedvig Kjellström

Cheng Zhang

2022/9/18

To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation

arXiv e-prints

Marc Botet Colomer

Pier Luigi Dovesi

Theodoros Panagiotakopoulos

Joao Frederico Carvalho

Linus Härenstam-Nielsen

...

2023/7

Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings

Ernest Pokropek

Sofia Broomé

Pia Haubro Andersen

Hedvig Kjellström

2023

Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation

IEEE Winter Conference on Applications of Computer Vision

Maheen Rashid

Sofia Broomé

Katrina Ask

Elin Hernlund

Pia Haubro Andersen

...

2022/1/4

Multimodal analysis of the predictability of hand-gesture properties

arXiv preprint arXiv:2108.05762

Taras Kucherenko

Rajmund Nagy

Michael Neff

Hedvig Kjellström

Gustav Eje Henter

2021/8/12

Optimal transport for causal discovery

Ruibo Tu

Kun Zhang

Hedvig Kjellström

Cheng Zhang

2022

Sharing Pain: Using Pain Domain Transfer for Video Recognition of Low Grade Orthopedic Pain in Horses

PloS one

Sofia Broomé

Katrina Ask

Maheen Rashid-Engström

Pia Haubro Andersen

Hedvig Kjellström

2022/3/4

In Memoriam: Jan-Olof Eklundh

IEEE Transactions on Pattern Analysis & Machine Intelligence

Atsuto Maki

Danica Kragic

Hedvig Kjellstrom

Hossein Azizpour

Josephine Sullivan

...

2022/9/1

Aligned Multi-Task Gaussian Process

Olga Mikheeva

Ieva Kazlauskaite

Adam Hartshorne

Hedvig Kjellström

Carl Henrik Ek

...

2022/5/3

Automated detection of equine facial action units

arXiv preprint arXiv:2102.08983

Zhenghong Li

Sofia Broomé

Pia Haubro Andersen

Hedvig Kjellström

2021/2/17

A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents

Rajmund Nagy

Taras Kucherenko

Birger Moell

André Pereira

Hedvig Kjellström

...

2021

Approximation Methods for Mixed Models with Probit Link Functions

arXiv preprint arXiv:2110.14412

Benjamin Christoffersen

Mark Clements

Hedvig Kjellström

Keith Humphreys

2021/10/27

A subjective model of human decision making based on quantum decision theory

arXiv preprint arXiv:2101.05851

Chenda Zhang

Hedvig Kjellström

2021/1/14

Full-Glow: Fully conditional Glow for more realistic image generation

Moein Sorkhei

Gustav Eje Henter

Hedvig Kjellström

2021

Causal discovery from conditionally stationary time-series

arXiv preprint arXiv:2110.06257

Carles Balsells Rodas

Ruibo Tu

Hedvig Kjellstrom

2021/10/12

See List of Professors in Hedvig Kjellström (Sidenbladh) University(Kungliga Tekniska högskolan)

Co-Authors

H-index: 73
Danica Kragic

Danica Kragic

Kungliga Tekniska högskolan

H-index: 38
Iolanda Leite

Iolanda Leite

Kungliga Tekniska högskolan

H-index: 33
joakim gustafson

joakim gustafson

Kungliga Tekniska högskolan

H-index: 29
Olov Engwall

Olov Engwall

Kungliga Tekniska högskolan

H-index: 28
Gustav Eje Henter

Gustav Eje Henter

Kungliga Tekniska högskolan

H-index: 22
Hossein Azizpour

Hossein Azizpour

Kungliga Tekniska högskolan

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