Hedvig Kjellström

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 101

Top Venues

Publications

Ruibo Tu, Zineb Senane, Lele Cao, Cheng Zhang, Hedvig Kjellström, Gustav Eje Henter
Causality for Tabular Data Synthesis: A High-Order Structure Causal Benchmark Framework. CoRR (2024)
Ricardo Vinuesa, Jean Rabault, Hossein Azizpour, Stefan Bauer, Bingni W. Brunton, Arne Elofsson, Elias Jarlebring, Hedvig Kjellström, Stefano Markidis, David Marlevi, Paola Cinnella, Steven L. Brunton
Opportunities for machine learning in scientific discovery. CoRR (2024)
Ci Li, Elin Hernlund, Hedvig Kjellström, Silvia Zuffi
CLHOP: Combined Audio-Video Learning for Horse 3D Pose and Shape Estimation. CoRR (2024)
Wenjie Yin, Ruibo Tu, Hang Yin, Danica Kragic, Hedvig Kjellström, Mårten Björkman
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models. RO-MAN (2023)
Marc Botet Colomer, Pier Luigi Dovesi, Theodoros Panagiotakopoulos, Joao Frederico Carvalho, Linus Härenstam-Nielsen, Hossein Azizpour, Hedvig Kjellström, Daniel Cremers, Matteo Poggi
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation. CoRR (2023)
Sofia Broomé, Ernest Pokropek, Boyu Li, Hedvig Kjellström
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition. WACV (2023)
Benjamin Christoffersen, Behrang Mahjani, Mark Clements, Hedvig Kjellström, Keith Humphreys
Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data. J. Comput. Graph. Stat. 32 (4) (2023)
Marcus Klasson, Hedvig Kjellström, Cheng Zhang
Learn the Time to Learn: Replay Scheduling in Continual Learning. Trans. Mach. Learn. Res. 2023 (2023)
Marc Botet Colomer, Pier Luigi Dovesi, Theodoros Panagiotakopoulos, Joao Frederico Carvalho, Linus Härenstam-Nielsen, Hossein Azizpour, Hedvig Kjellström, Daniel Cremers, Matteo Poggi
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation. ICCV (2023)
Wenjie Yin, Ruibo Tu, Hang Yin, Danica Kragic, Hedvig Kjellström, Mårten Björkman
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models. CoRR (2023)
Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions. Int. J. Comput. Vis. 131 (2) (2023)
Ernest Pokropek, Sofia Broomé, Pia Haubro Andersen, Hedvig Kjellström
Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings. CoRR (2023)
Maheen Rashid, Sofia Broomé, Katrina Ask, Elin Hernlund, Pia Haubro Andersen, Hedvig Kjellström, Yong Jae Lee
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation. WACV (2022)
Ruibo Tu, Kun Zhang, Hedvig Kjellström, Cheng Zhang
Optimal transport for causal discovery. CoRR (2022)
Taras Kucherenko, Rajmund Nagy, Michael Neff, Hedvig Kjellström, Gustav Eje Henter
Multimodal Analysis of the Predictability of Hand-gesture Properties. AAMAS (2022)
Atsuto Maki, Danica Kragic, Hedvig Kjellström, Hossein Azizpour, Josephine Sullivan, Mårten Björkman, Patric Jensfelt, Stefan Carlsson, Tony Lindeberg, Yngve Sundblad
In Memoriam: Jan-Olof Eklundh. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Ruibo Tu, Kun Zhang, Hedvig Kjellström, Cheng Zhang
Optimal Transport for Causal Discovery. ICLR (2022)
Olga Mikheeva, Ieva Kazlauskaite, Adam Hartshorne, Hedvig Kjellström, Carl Henrik Ek, Neill D. F. Campbell
Aligned Multi-Task Gaussian Process. AISTATS (2022)
Marcus Klasson, Hedvig Kjellström, Cheng Zhang
Learn the Time to Learn: Replay Scheduling in Continual Learning. CoRR (2022)
Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States. CoRR (2022)
Ci Li, Nima Ghorbani, Sofia Broomé, Maheen Rashid, Michael J. Black, Elin Hernlund, Hedvig Kjellström, Silvia Zuffi
hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition. CoRR (2021)
Moein Sorkhei, Gustav Eje Henter, Hedvig Kjellström
Full-Glow: Fully Conditional Glow for More Realistic Image Generation. GCPR (2021)
Taras Kucherenko, Rajmund Nagy, Patrik Jonell, Michael Neff, Hedvig Kjellström, Gustav Eje Henter
Speech2Properties2Gestures: Gesture-Property Prediction as a Tool for Generating Representational Gestures from Speech. CoRR (2021)
Taras Kucherenko, Rajmund Nagy, Michael Neff, Hedvig Kjellström, Gustav Eje Henter
Multimodal analysis of the predictability of hand-gesture properties. CoRR (2021)
Benjamin Christoffersen, Mark Clements, Keith Humphreys, Hedvig Kjellström
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. CoRR (2021)
Rajmund Nagy, Taras Kucherenko, Birger Moëll, André Pereira, Hedvig Kjellström, Ulysses Bernardet
A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents. AAMAS (2021)
Chenda Zhang, Hedvig Kjellström
A Subjective Model of Human Decision Making Based on Quantum Decision Theory. CoRR (2021)
Olga Mikheeva, Ieva Kazlauskaite, Adam Hartshorne, Hedvig Kjellström, Carl Henrik Ek, Neill D. F. Campbell
Aligned Multi-Task Gaussian Process. CoRR (2021)
Sofia Broomé, Ernest Pokropek, Boyu Li, Hedvig Kjellström
Recur, Attend or Convolve? Frame Dependency Modeling Matters for Cross-Domain Robustness in Action Recognition. CoRR (2021)
Rajmund Nagy, Taras Kucherenko, Birger Moëll, André Pereira, Hedvig Kjellström, Ulysses Bernardet
A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents. CoRR (2021)
Taras Kucherenko, Dai Hasegawa, Naoshi Kaneko, Gustav Eje Henter, Hedvig Kjellström
Moving Fast and Slow: Analysis of Representations and Post-Processing in Speech-Driven Automatic Gesture Generation. Int. J. Hum. Comput. Interact. 37 (14) (2021)
Maheen Rashid, Sofia Broomé, Katrina Ask, Elin Hernlund, Pia Haubro Andersen, Hedvig Kjellström, Yong Jae Lee
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation. CoRR (2021)
Sofia Broomé, Katrina Ask, Maheen Rashid, Pia Haubro Andersen, Hedvig Kjellström
Sharing Pain: Using Domain Transfer Between Pain Types for Recognition of Sparse Pain Expressions in Horses. CoRR (2021)
Carles Balsells Rodas, Ruibo Tu, Hedvig Kjellström
Causal discovery from conditionally stationary time-series. CoRR (2021)
Taras Kucherenko, Rajmund Nagy, Patrik Jonell, Michael Neff, Hedvig Kjellström, Gustav Eje Henter
Speech2Properties2Gestures: Gesture-Property Prediction as a Tool for Generating Representational Gestures from Speech. IVA (2021)
Benjamin Christoffersen, Mark Clements, Keith Humphreys, Hedvig Kjellström
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. ACML (2021)
Zhenghong Li, Sofia Broomé, Pia Haubro Andersen, Hedvig Kjellström
Automated Detection of Equine Facial Action Units. CoRR (2021)
Patrik Jonell, Birger Moëll, Krister Håkansson, Gustav Eje Henter, Taras Kucherenko, Olga Mikheeva, Göran Hagman, Jasper Holleman, Miia Kivipelto, Hedvig Kjellström, Joakim Gustafson, Jonas Beskow
Multimodal Capture of Patient Behaviour for Improved Detection of Early Dementia: Clinical Feasibility and Preliminary Results. Frontiers Comput. Sci. 3 (2021)
Joonatan Mänttäri, Sofia Broomé, John Folkesson, Hedvig Kjellström
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks. CoRR (2020)
Moein Sorkhei, Gustav Eje Henter, Hedvig Kjellström
Full-Glow: Fully conditional Glow for more realistic image generation. CoRR (2020)
Taras Kucherenko, Patrik Jonell, Sanne van Waveren, Gustav Eje Henter, Simon Alexanderson, Iolanda Leite, Hedvig Kjellström
Gesticulator: A framework for semantically-aware speech-driven gesture generation. CoRR (2020)
Maheen Rashid, Hedvig Kjellström, Yong Jae Lee
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks. CoRR (2020)
Xueru Zhang, Ruibo Tu, Yang Liu, Mingyan Liu, Hedvig Kjellström, Kun Zhang, Cheng Zhang
How do fair decisions fare in long-term qualification? NeurIPS (2020)
Taras Kucherenko, Patrik Jonell, Sanne van Waveren, Gustav Eje Henter, Simon Alexandersson, Iolanda Leite, Hedvig Kjellström
Gesticulator: A framework for semantically-aware speech-driven gesture generation. ICMI (2020)
Marcus Klasson, Cheng Zhang, Hedvig Kjellström
Using Variational Multi-view Learning for Classification of Grocery Items. Patterns 1 (8) (2020)
Joonatan Mänttäri, Sofia Broomé, John Folkesson, Hedvig Kjellström
Interpreting Video Features: A Comparison of 3D Convolutional Networks and Convolutional LSTM Networks. ACCV (5) (2020)
Olga Mikheeva, Ieva Kazlauskaite, Hedvig Kjellström, Carl Henrik Ek
Bayesian nonparametric shared multi-sequence time series segmentation. CoRR (2020)
Maheen Rashid, Hedvig Kjellström, Yong Jae Lee
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks. WACV (2020)
Jonathan Wenger, Hedvig Kjellström, Rudolph Triebel
Non-Parametric Calibration for Classification. AISTATS (2020)
Carl Ringqvist, Judith Bütepage, Hedvig Kjellström, Henrik Hult
Interpolation in Auto Encoders with Bridge Processes. ICPR (2020)
Xueru Zhang, Ruibo Tu, Yang Liu, Mingyan Liu, Hedvig Kjellström, Kun Zhang, Cheng Zhang
How Do Fair Decisions Fare in Long-term Qualification? CoRR (2020)
Pier Luigi Dovesi, Matteo Poggi, Lorenzo Andraghetti, Miquel Martí, Hedvig Kjellström, Alessandro Pieropan, Stefano Mattoccia
Real-Time Semantic Stereo Matching. ICRA (2020)
Taras Kucherenko, Dai Hasegawa, Naoshi Kaneko, Gustav Eje Henter, Hedvig Kjellström
Moving fast and slow: Analysis of representations and post-processing in speech-driven automatic gesture generation. CoRR (2020)
Charles Hamesse, Ruibo Tu, Paul Ackermann, Hedvig Kjellström, Cheng Zhang
Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation. MLHC (2019)
Marcus Klasson, Cheng Zhang, Hedvig Kjellström
A Hierarchical Grocery Store Image Dataset With Visual and Semantic Labels. WACV (2019)
Jonathan Wenger, Hedvig Kjellström, Rudolph Triebel
Non-Parametric Calibration for Classification. CoRR (2019)
Sofia Broomé, Karina Bech Gleerup, Pia Haubro Andersen, Hedvig Kjellström
Dynamics Are Important for the Recognition of Equine Pain in Video. CVPR (2019)
Kalin Stefanov, Giampiero Salvi, Dimosthenis Kontogiorgos, Hedvig Kjellström, Jonas Beskow
Modeling of Human Visual Attention in Multiparty Open-World Dialogues. ACM Trans. Hum. Robot Interact. 8 (2) (2019)
Sara Eriksson, Åsa Unander-Scharin, Vincent Trichon, Carl Unander-Scharin, Hedvig Kjellström, Kristina Höök
Dancing With Drones: Crafting Novel Artistic Expressions Through Intercorporeality. CHI (2019)
Cheng Zhang, Judith Bütepage, Hedvig Kjellström, Stephan Mandt
Advances in Variational Inference. IEEE Trans. Pattern Anal. Mach. Intell. 41 (8) (2019)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Predicting the What and How - a Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling. CVPR Workshops (2019)
Ruibo Tu, Kun Zhang, Bo Christer Bertilson, Hedvig Kjellström, Cheng Zhang
Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation. CoRR (2019)
Marcus Klasson, Cheng Zhang, Hedvig Kjellström
A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels. CoRR (2019)
Taras Kucherenko, Dai Hasegawa, Naoshi Kaneko, Gustav Eje Henter, Hedvig Kjellström
On the Importance of Representations for Speech-Driven Gesture Generation. AAMAS (2019)
Sofia Broomé, Karina Bech Gleerup, Pia Haubro Andersen, Hedvig Kjellström
Dynamics are Important for the Recognition of Equine Pain in Video. CoRR (2019)
Ruibo Tu, Cheng Zhang, Paul Ackermann, Karthika Mohan, Hedvig Kjellström, Kun Zhang
Causal Discovery in the Presence of Missing Data. AISTATS (2019)
Pier Luigi Dovesi, Matteo Poggi, Lorenzo Andraghetti, Miquel Martí, Hedvig Kjellström, Alessandro Pieropan, Stefano Mattoccia
Real-Time Semantic Stereo Matching. CoRR (2019)
Ruibo Tu, Kun Zhang, Bo C. Bertilson, Hedvig Kjellström, Cheng Zhang
Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation. NeurIPS (2019)
Taras Kucherenko, Dai Hasegawa, Gustav Eje Henter, Naoshi Kaneko, Hedvig Kjellström
Analyzing Input and Output Representations for Speech-Driven Gesture Generation. IVA (2019)
Taras Kucherenko, Dai Hasegawa, Gustav Eje Henter, Naoshi Kaneko, Hedvig Kjellström
Analyzing Input and Output Representations for Speech-Driven Gesture Generation. CoRR (2019)
Sergio Caccamo, Püren Güler, Hedvig Kjellström, Danica Kragic
Active Perception and Modeling of Deformable Surfaces using Gaussian Processes and Position-based Dynamics. CoRR (2018)
Taras Kucherenko, Hedvig Kjellström
A Neural Network Approach to Missing Marker Reconstruction. CoRR (2018)
Olga Mikheeva, Carl Henrik Ek, Hedvig Kjellström
Perceptual Facial Expression Representation. FG (2018)
Samuel Murray, Hedvig Kjellström
Mixed Likelihood Gaussian Process Latent Variable Model. CoRR (2018)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Classify, predict, detect, anticipate and synthesize: Hierarchical recurrent latent variable models for human activity modeling. CoRR (2018)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Anticipating Many Futures: Online Human Motion Prediction and Generation for Human-Robot Interaction. ICRA (2018)
Ruibo Tu, Cheng Zhang, Paul Ackermann, Hedvig Kjellström, Kun Zhang
Causal discovery in the presence of missing data. CoRR (2018)
Charles Hamesse, Hedvig Kjellström, Paul Ackermann, Cheng Zhang
Simultaneous measurement imputation and outcome prediction for Achilles tendon rupture rehabilitation. AIH@IJCAI (2018)
Charles Hamesse, Ruibo Tu, Paul Ackermann, Hedvig Kjellström, Cheng Zhang
Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation. CoRR (2018)
Cheng Zhang, Hedvig Kjellström, Stephan Mandt
Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes. UAI (2017)
Cheng Zhang, Hedvig Kjellström, Stephan Mandt
Stochastic Learning on Imbalanced Data: Determinantal Point Processes for Mini-batch Diversification. CoRR (2017)
Yanxia Zhang, Jonas Beskow, Hedvig Kjellström
Look but Don't Stare: Mutual Gaze Interaction in Social Robots. ICSR (2017)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration. CoRR (2017)
Cheng Zhang, Judith Bütepage, Hedvig Kjellström, Stephan Mandt
Advances in Variational Inference. CoRR (2017)
Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström
Deep representation learning for human motion prediction and classification. CoRR (2017)
Patrik Jonell, Joseph Mendelson, Thomas Storskog, Goran Hagman, Per Östberg, Iolanda Leite, Taras Kucherenko, Olga Mikheeva, Ulrika Akenine, Vesna Jelic, Alina Solomon, Jonas Beskow, Joakim Gustafson, Miia Kivipelto, Hedvig Kjellström
Machine Learning and Social Robotics for Detecting Early Signs of Dementia. CoRR (2017)
Kelly Karipidou, Josefin Ahnlund, Anders Friberg, Simon Alexanderson, Hedvig Kjellström
Computer Analysis of Sentiment Interpretation in Musical Conducting. FG (2017)
Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström
Deep Representation Learning for Human Motion Prediction and Classification. CVPR (2017)
Marcus Klasson, Kun Zhang, Bo C. Bertilson, Cheng Zhang, Hedvig Kjellström
Causality Refined Diagnostic Prediction. CoRR (2017)
Cheng Zhang, Hedvig Kjellström, Bo C. Bertilson
Diagnostic Prediction Using Discomfort Drawings. CoRR (2016)
André Eriksson, Hedvig Kjellström
A Formal Approach to Anomaly Detection. ICPRAM (2016)
An Qu, Cheng Zhang, Paul Ackermann, Hedvig Kjellström
Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation. CoRR (2016)
Alessandro Pieropan, Niklas Bergström, Masatoshi Ishikawa, Hedvig Kjellström
Robust and adaptive keypoint-based object tracking. Adv. Robotics 30 (4) (2016)
David Gerónimo, Hedvig Kjellström
Generative One-Class Models for Text-based Person Retrieval in Forensic Applications. CoRR (2016)
Cheng Zhang, Hedvig Kjellström, Carl Henrik Ek, Bo C. Bertilson
Diagnostic Prediction Using Discomfort Drawings with IBTM. MLHC (2016)
Judith Bütepage, Hedvig Kjellström, Danica Kragic
Social Affordance Tracking over Time - A Sensorimotor Account of False-Belief Tasks. CogSci (2016)
Cheng Zhang, Hedvig Kjellström, Carl Henrik Ek
Inter-battery Topic Representation Learning. ECCV (8) (2016)
Sergio Caccamo, Püren Güler, Hedvig Kjellström, Danica Kragic
Active perception and modeling of deformable surfaces using Gaussian processes and position-based dynamics. Humanoids (2016)
Cheng Zhang, Hedvig Kjellström, Carl Henrik Ek, Bo C. Bertilson
Diagnostic Prediction Using Discomfort Drawings with IBTM. CoRR (2016)
Alessandro Pieropan, Niklas Bergström, Masatoshi Ishikawa, Danica Kragic, Hedvig Kjellström
Robust tracking of unknown objects through adaptive size estimation and appearance learning. ICRA (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hedvig Kjellström