Hedvig Kjellström
Orcid: 0000-0002-5750-9655Affiliations:
- Royal Institute of Technology, Stockholm, Sweden
According to our database1,
Hedvig Kjellström
authored at least 119 papers
between 1999 and 2023.
Collaborative distances:
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Bibliography
2023
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions.
Int. J. Comput. Vis., 2023
Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings.
CoRR, 2023
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States.
CoRR, 2022
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Moving Fast and Slow: Analysis of Representations and Post-Processing in Speech-Driven Automatic Gesture Generation.
Int. J. Hum. Comput. Interact., 2021
Multimodal Capture of Patient Behaviour for Improved Detection of Early Dementia: Clinical Feasibility and Preliminary Results.
Frontiers Comput. Sci., 2021
Recur, Attend or Convolve? Frame Dependency Modeling Matters for Cross-Domain Robustness in Action Recognition.
CoRR, 2021
CoRR, 2021
Sharing Pain: Using Domain Transfer Between Pain Types for Recognition of Sparse Pain Expressions in Horses.
CoRR, 2021
CoRR, 2021
Speech2Properties2Gestures: Gesture-Property Prediction as a Tool for Generating Representational Gestures from Speech.
Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types.
Proceedings of the Asian Conference on Machine Learning, 2021
2020
Patterns, 2020
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Interpreting Video Features: A Comparison of 3D Convolutional Networks and Convolutional LSTM Networks.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation.
Proceedings of the Machine Learning for Healthcare Conference, 2019
Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents, 2019
Predicting the What and How - a Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Classify, predict, detect, anticipate and synthesize: Hierarchical recurrent latent variable models for human activity modeling.
CoRR, 2018
Simultaneous measurement imputation and outcome prediction for Achilles tendon rupture rehabilitation.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018
Anticipating Many Futures: Online Human Motion Prediction and Generation for Human-Robot Interaction.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
2017
CoRR, 2017
Stochastic Learning on Imbalanced Data: Determinantal Point Processes for Mini-batch Diversification.
CoRR, 2017
Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration.
CoRR, 2017
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017
Proceedings of the Social Robotics - 9th International Conference, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
CoRR, 2016
Generative One-Class Models for Text-based Person Retrieval in Forensic Applications.
CoRR, 2016
Proceedings of the 1st Machine Learning in Health Care, 2016
Robust tracking of unknown objects through adaptive size estimation and appearance learning.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Active perception and modeling of deformable surfaces using Gaussian processes and position-based dynamics.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Estimating the deformability of elastic materials using optical flow and position-based dynamics.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015
2014
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Recognizing object affordances in terms of spatio-temporal object-object relationships.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
Visual object-action recognition: Inferring object affordances from human demonstration.
Comput. Vis. Image Underst., 2011
Proceedings of the Visual Analysis of Humans - Looking at People., 2011
2010
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the 14th International Conference on Advanced Robotics, 2009
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009
2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Proceedings of the Computer Vision, 2008
2007
An information fusion demonstrator for tactical intelligence processing in network-based defense.
Inf. Fusion, 2007
Proceedings of the INTERSPEECH 2007, 2007
Multimodal communication error detection for driver-car interaction.
Proceedings of the ICINCO 2007, 2007
2006
Designing the user interface of the computer-based speech training system ARTUR based on early user tests.
Behav. Inf. Technol., 2006
Proceedings of the INTERSPEECH 2006, 2006
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
2005
Wizard-of-Oz test of ARTUR: a computer-based speech training system with articulation correction.
Proceedings of the ACM SIGACCESS Conference on Computers and Accessibility, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Computer Vision, 2002
2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
1999
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999