| 2025 | ICML | Causal Discovery from Conditionally Stationary Time Series. | Carles Balsells Rodas, Xavier Sumba, Tanmayee Narendra, Ruibo Tu, Gabriele Beate Schweikert, Hedvig Kjellstrm, Yingzhen Li |
| 2024 | ACCV | Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images. | Ci Li, Yi Yang, Zehang Weng, Elin Hernlund, Silvia Zuffi, Hedvig Kjellstrm |
| 2024 | CVPR | VAREN: Very Accurate and Realistic Equine Network. | Silvia Zuffi, Ylva Mellbin, Ci Li, Markus Hschle, Hedvig Kjellstrm, Senya Polikovsky, Elin Hernlund, Michael J. Black |
| 2023 | ICCV | To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation. | Marc Botet Colomer, Pier Luigi Dovesi, Theodoros Panagiotakopoulos, Joao Frederico Carvalho, Linus Hrenstam-Nielsen, Hossein Azizpour, Hedvig Kjellstrm, Daniel Cremers, Matteo Poggi |
| 2023 | WACV | Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition. | Sofia Broom, Ernest Pokropek, Boyu Li, Hedvig Kjellstrm |
| 2023 | RO-MAN | Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models. | Wenjie Yin, Ruibo Tu, Hang Yin, Danica Kragic, Hedvig Kjellstrm, Mrten Bjrkman |
| 2022 | AISTATS | Aligned Multi-Task Gaussian Process. | Olga Mikheeva, Ieva Kazlauskaite, Adam Hartshorne, Hedvig Kjellstrm, Carl Henrik Ek, Neill D. F. Campbell |
| 2022 | ICLR | Optimal Transport for Causal Discovery. | Ruibo Tu, Kun Zhang, Hedvig Kjellstrm, Cheng Zhang |
| 2022 | WACV | Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation. | Maheen Rashid, Sofia Broom, Katrina Ask, Elin Hernlund, Pia Haubro Andersen, Hedvig Kjellstrm, Yong Jae Lee |
| 2021 | ACML | Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. | Benjamin Christoffersen, Mark Clements, Keith Humphreys, Hedvig Kjellstrm |
| 2021 | IVA | Speech2Properties2Gestures: Gesture-Property Prediction as a Tool for Generating Representational Gestures from Speech. | Taras Kucherenko, Rajmund Nagy, Patrik Jonell, Michael Neff, Hedvig Kjellstrm, Gustav Eje Henter |
| 2020 | ACCV | Interpreting Video Features: A Comparison of 3D Convolutional Networks and Convolutional LSTM Networks. | Joonatan Mnttri, Sofia Broom, John Folkesson, Hedvig Kjellstrm |
| 2020 | AISTATS | Non-Parametric Calibration for Classification. | Jonathan Wenger, Hedvig Kjellstrm, Rudolph Triebel |
| 2020 | ICMI | Gesticulator: A framework for semantically-aware speech-driven gesture generation. | Taras Kucherenko, Patrik Jonell, Sanne van Waveren, Gustav Eje Henter, Simon Alexandersson, Iolanda Leite, Hedvig Kjellstrm |
| 2020 | ICPR | Interpolation in Auto Encoders with Bridge Processes. | Carl Ringqvist, Judith Btepage, Hedvig Kjellstrm, Henrik Hult |
| 2020 | ICRA | Real-Time Semantic Stereo Matching. | Pier Luigi Dovesi, Matteo Poggi, Lorenzo Andraghetti, Miquel Mart, Hedvig Kjellstrm, Alessandro Pieropan, Stefano Mattoccia |
| 2020 | WACV | Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks. | Maheen Rashid, Hedvig Kjellstrm, Yong Jae Lee |
| 2019 | AISTATS | Causal Discovery in the Presence of Missing Data. | Ruibo Tu, Cheng Zhang, Paul Ackermann, Karthika Mohan, Hedvig Kjellstrm, Kun Zhang |
| 2019 | CHI | Dancing With Drones: Crafting Novel Artistic Expressions Through Intercorporeality. | Sara Eriksson, sa Unander-Scharin, Vincent Trichon, Carl Unander-Scharin, Hedvig Kjellstrm, Kristina Hk |
| 2019 | CVPR | Dynamics Are Important for the Recognition of Equine Pain in Video. | Sofia Broom, Karina Bech Gleerup, Pia Haubro Andersen, Hedvig Kjellstrm |
| 2019 | CVPR | Predicting the What and How - a Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling. | Judith Btepage, Hedvig Kjellstrm, Danica Kragic |
| 2019 | IVA | Analyzing Input and Output Representations for Speech-Driven Gesture Generation. | Taras Kucherenko, Dai Hasegawa, Gustav Eje Henter, Naoshi Kaneko, Hedvig Kjellstrm |
| 2019 | WACV | A Hierarchical Grocery Store Image Dataset With Visual and Semantic Labels. | Marcus Klasson, Cheng Zhang, Hedvig Kjellstrm |
| 2018 | IJCAI | Simultaneous measurement imputation and outcome prediction for Achilles tendon rupture rehabilitation. | Charles Hamesse, Hedvig Kjellstrm, Paul Ackermann, Cheng Zhang |
| 2018 | ICRA | Anticipating Many Futures: Online Human Motion Prediction and Generation for Human-Robot Interaction. | Judith Btepage, Hedvig Kjellstrm, Danica Kragic |
| 2017 | CVPR | Deep Representation Learning for Human Motion Prediction and Classification. | Judith Btepage, Michael J. Black, Danica Kragic, Hedvig Kjellstrm |
| 2017 | UAI | Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes. | Cheng Zhang, Hedvig Kjellstrm, Stephan Mandt |
| 2016 | CogSci | Social Affordance Tracking over Time - A Sensorimotor Account of False-Belief Tasks. | Judith Btepage, Hedvig Kjellstrm, Danica Kragic |
| 2016 | ECCV | Inter-battery Topic Representation Learning. | Cheng Zhang, Hedvig Kjellstrm, Carl Henrik Ek |
| 2016 | ICPRAM | A Formal Approach to Anomaly Detection. | Andr Eriksson, Hedvig Kjellstrm |
| 2016 | ICRA | Robust tracking of unknown objects through adaptive size estimation and appearance learning. | Alessandro Pieropan, Niklas Bergstrm, Masatoshi Ishikawa, Danica Kragic, Hedvig Kjellstrm |
| 2015 | ICRA | Robust 3D tracking of unknown objects. | Alessandro Pieropan, Niklas Bergstrm, Masatoshi Ishikawa, Hedvig Kjellstrm |
| 2014 | ECCV | How to Supervise Topic Models. | Cheng Zhang, Hedvig Kjellstrm |
| 2014 | ICPR | Unsupervised Surveillance Video Retrieval Based on Human Action and Appearance. | David Gernimo, Hedvig Kjellstrm |
| 2014 | IROS | Audio-visual classification and detection of human manipulation actions. | Alessandro Pieropan, Giampiero Salvi, Karl Pauwels, Hedvig Kjellstrm |
| 2014 | RO-MAN | Unsupervised object exploration using context. | Alessandro Pieropan, Hedvig Kjellstrm |
| 2013 | ICRA | Sparse summarization of robotic grasping data. | Martin Hjelm, Carl Henrik Ek, Renaud Detry, Hedvig Kjellstrm, Danica Kragic |
| 2013 | ICRA | Functional object descriptors for human activity modeling. | Alessandro Pieropan, Carl Henrik Ek, Hedvig Kjellstrm |
| 2013 | IROS | Contextual modeling with labeled multi-LDA. | Cheng Zhang, Dan Song, Hedvig Kjellstrm |
| 2010 | CVPR | Tracking people interacting with objects. | Hedvig Kjellstrm, Danica Kragic, Michael J. Black |
| 2010 | ICRA | Hands in action: real-time 3D reconstruction of hands in interaction with objects. | Javier Romero, Hedvig Kjellstrm, Danica Kragic |
| 2010 | IROS | Spatio-temporal modeling of grasping actions. | Javier Romero, Thomas Feix, Hedvig Kjellstrm, Danica Kragic |
| 2008 | ECCV | Simultaneous Visual Recognition of Manipulation Actions and Manipulated Objects. | Hedvig Kjellstrm, Javier Romero, David Martnez Mercado, Danica Kragic |
| 2008 | IROS | Visual recognition of grasps for human-to-robot mapping. | Hedvig Kjellstrm, Javier Romero, Danica Kragic |
| 2007 | ICINCO | Multimodal communication error detection for driver-car interaction. | Sy Bor Wang, David Demirdjian, Trevor Darrell, Hedvig Kjellstrm |
| 2007 | Interspeech | Audio-visual phoneme classification for pronunciation training applications. | Hedvig Kjellstrm, Olov Engwall, Sherif Mahdy Abdou, Olle Blter |
| 2006 | CHI | Feedback management in the pronunciation training system ARTUR. | Olov Engwall, Olle Blter, Anne-Marie ster, Hedvig Kjellstrm |
| 2006 | Interspeech | Reconstructing tongue movements from audio and video. | Hedvig Kjellstrm, Olov Engwall, Olle Blter |
| 2005 | ASSETS | Wizard-of-Oz test of ARTUR: a computer-based speech training system with articulation correction. | Olle Blter, Olov Engwall, Anne-Marie ster, Hedvig Kjellstrm |