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Kjellström, Hedvig

  1. Deep representation learning for human motion prediction and classification
    2017/02/24 by Bütepage, Judith, Black, Michael, Kragic, Danica +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Causal Discovery in the Presence of Missing Data
    2018/07/11 by Tu, Ruibo, Zhang, Kun, Ackermann, Paul +4 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation
    2019/06/04 by Ruibo Tu, Kun Zhang, Tu, Ruibo +7 · 4 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Medical Imaging and Analysis
  4. hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition
    2021/06/18 by Ci Li, Nima Ghorbani, Li, Ci +13 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  5. Non-Parametric Calibration for Classification
    2019/06/12 by Wenger, Jonathan, Kjellström, Hedvig, Triebel, Rudolph · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Optimal transport for causal discovery
    2022/01/23 by Ruibo Tu, Kun Zhang, Tu, Ruibo +5 · 2 citations
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
  7. How Do Fair Decisions Fare in Long-term Qualification?
    2020/10/21 by Xueru Zhang, Ruibo Tu, Zhang, Xueru +11 · 2 citations
    Social Sciences · #Ethics and Social Impacts of AI
  8. Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks
    2020/02/02 by Mänttäri, Joonatan, Broomé, Sofia, Folkesson, John +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Full-Glow: Fully conditional Glow for more realistic image generation
    2020/12/10 by Sorkhei, Moein, Henter, Gustav Eje, Kjellström, Hedvig · 1 citation
    #68T07 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #G.3 #I.2.6 #I.2.9 #I.3.3 #I.4.0 #Machine Learning (cs.LG)
  10. A Subjective Model of Human Decision Making Based on Quantum Decision Theory
    2021/01/14 by Zhang, Chenda, Kjellström, Hedvig · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  11. Multimodal analysis of the predictability of hand-gesture properties
    2021/08/12 by Kucherenko, Taras, Nagy, Rajmund, Neff, Michael +2 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multimedia (cs.MM)
  12. Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States
    2022/06/16 by Broomé, Sofia, Feighelstein, Marcelo, Zamansky, Anna +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Aligned Multi-Task Gaussian Process
    2021/10/29 by Olga Mikheeva, Ieva Kazlauskaite, Mikheeva, Olga +9 · 1 citation
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  14. To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation
    2023/07/27 by Marc Botet Colomer, Colomer, Marc Botet, Pier Luigi Dovesi +15 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  15. Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images
    2024/10/04 by Ci Li, Li, Ci, Yi Yang +9 · 1 voice · 1 citation
    Computer Science · #Digital Imaging for Blood Diseases #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #cs.CV
  16. Causality for Tabular Data Synthesis: A High-Order Structure Causal Benchmark Framework
    2024/06/12 by Zineb Senane, Tu, Ruibo, Karlsson, Axel +12 · 1 citation
    Decision Sciences · #Scientific Computing and Data Management
  17. CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models
    2024/12/23 by Ruibo Tu, Hedvig Kjellström, Tu, Ruibo +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques