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Fink, Olga

  1. Continual Test-Time Domain Adaptation
    2022/03/25 by Wang, Qin, Fink, Olga, Van Gool, Luc +1 · 65 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Potential, Challenges and Future Directions for Deep Learning in Prognostics and Health Management Applications
    2020/05/05 by Fink, Olga, Wang, Qin, Svensén, Markus +3 · 7 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies
    2022/08/26 by Adam Thelen, Thelen, Adam, Xiaoge Zhang +17 · 8 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computational Engineering #Digital Transformation in Industry #FOS: Computer and information sciences #Finance #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #and Science (cs.CE)
  4. SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
    2023/10/30 by Hao Dong, Ismail Nejjar, Dong, Hao +7 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  5. A Comprehensive Review of Digital Twin -- Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives
    2022/08/27 by Adam Thelen, Thelen, Adam, Xiaoge Zhang +17 · 5 citations
    Engineering · Computer Science · #Digital Transformation in Industry #IoT and Edge/Fog Computing
  6. Unseen Visual Anomaly Generation
    2024/06/03 by Handong Sun, Sun, Han, Yunkang Cao +3 · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
  7. Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
    2021/04/28 by Qin Wang, Wang, Qin, Dengxin Dai +7 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Fusing Physics-based and Deep Learning Models for Prognostics
    2020/03/02 by Chao, Manuel Arias, Kulkarni, Chetan, Goebel, Kai +1 · 3 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  9. DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices
    2023/03/23 by Ismail Nejjar, Qin Wang, Nejjar, Ismail +3 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  10. Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights
    2024/07/10 by Florent Forest, Hao, Yan, Forest, Florent +2 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.8 #I.5.4 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  11. ThermoNeRF: Joint RGB and Thermal Novel View Synthesis for Building Facades using Multimodal Neural Radiance Fields
    2024/03/18 by Hassan, Mariam, Forest, Florent, Fink, Olga +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search
    2020/07/17 by Tian, Yuan, Wang, Qin, Huang, Zhiwu +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction
    2023/02/03 by Nejjar, Ismail, Geissmann, Fabian, Zhao, Mengjie +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  14. Robust Time Series Denoising with Learnable Wavelet Packet Transform
    2022/06/13 by Frusque, Gaetan, Fink, Olga · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  15. Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision
    2024/07/01 by Hao Dong, Dong, Hao, Eleni Chatzi +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
  16. Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models
    2025/01/30 by Hao Dong, M. H. Liu, Dong, Hao +11 · 6 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Robotics (cs.RO)
  17. Deep Koopman Operator-based degradation modelling
    2023/08/03 by Sergei Garmaev, Garmaev, Sergei, Olga Fink +1 · 2 citations
    Engineering · #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Fault Diagnosis Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
  18. Uncertainty-aware Remaining Useful Life predictor
    2021/04/08 by Luca Biggio, Alexander Wieland, Biggio, Luca +7 · 1 citation
    Computer Science · Engineering · #Gaussian Processes and Bayesian Inference #Fault Detection and Control Systems #Control Systems and Identification
  19. Artificial intelligence across company borders
    2021/06/21 by Fink, Olga, Netland, Torbjørn, Feuerriegel, Stefan · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  20. Interpretable Prognostics with Concept Bottleneck Models
    2024/05/27 by Florent Forest, Katharina Rombach, Forest, Florent +3 · 3 citations
    Computer Science · #Bayesian Modeling and Causal Inference
  21. From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring
    2023/09/20 by Forest, Florent, Porta, Hugo, Tuia, Devis +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  22. Semi-Supervised Health Index Monitoring with Feature Generation and Fusion
    2023/12/05 by Gaëtan Frusque, Ismail Nejjar, Frusque, Gaëtan +5 · 2 citations
    Engineering · Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Non-Invasive Vital Sign Monitoring
  23. Learning Physics-Consistent Particle Interactions
    2022/02/01 by Han, Zhichao, Kammer, David S., Fink, Olga · 1 citation
    #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
  24. A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning
    2022/01/20 by Yuan Tian, Minghao Han, Tian, Yuan +5 · 1 citation
    Engineering · #Advanced Battery Technologies Research #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG)
  25. Hybrid deep fault detection and isolation: Combining deep neural networks and system performance models
    2019/08/05 by Chao, Manuel Arias, Kulkarni, Chetan, Goebel, Kai +1 · 1 citation
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  26. Learning Informative Health Indicators Through Unsupervised Contrastive Learning
    2022/08/28 by Katharina Rombach, Rombach, Katharina, Gabriel Michau +7 · 1 citation
    Engineering · #Machine Fault Diagnosis Techniques
  27. Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis
    2023/04/26 by Hao Lu, Lu, Hao, Adam Thelen +7 · 1 citation
    Engineering · #Electricity Theft Detection Techniques #Reliability and Maintenance Optimization #Electrical Fault Detection and Protection
  28. Integrating Physics and Topology in Neural Networks for Learning Rigid Body Dynamics
    2024/11/18 by Wei, Amaury, Fink, Olga · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation
    2023/11/20 by Dong, Hao, Frusque, Gaëtan, Zhao, Yue +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
    2024/05/27 by Dong, Hao, Zhao, Yue, Chatzi, Eleni +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Real-Time Model Calibration with Deep Reinforcement Learning
    2020/06/07 by Yuan Tian, Manuel Arias Chao, Tian, Yuan +7 · 1 citation
    Computer Science · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  32. IM-Context: In-Context Learning for Imbalanced Regression Tasks
    2024/05/28 by Ismail Nejjar, Faez Ahmed, Nejjar, Ismail +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning in Healthcare
  33. Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach
    2023/06/19 by Gaëtan Frusque, Frusque, Gaëtan, Daniel Mitchell +7 · 1 citation
    Engineering · #Ultrasonics and Acoustic Wave Propagation #Structural Health Monitoring Techniques #Geophysical Methods and Applications
  34. Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization
    2025/01/23 by Dong, Hao, Chatzi, Eleni, Fink, Olga · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Exploiting Semantic Scene Reconstruction for Estimating Building Envelope Characteristics
    2024/10/29 by Chenghao Xu, Xu, Chenghao, Malcolm Mielle +9 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications
  36. Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems
    2025/01/13 by Vinay Sharma, Sharma, Vinay, Olga Fink +1 · 1 citation
    Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #and Science (cs.CE)
  37. NOMTO: Neural Operator-based symbolic Model approximaTion and discOvery
    2025/01/14 by Garmaev, Sergei, Mishra, Siddhartha, Fink, Olga · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Symbolic Computation (cs.SC)
  38. Informed Graph Learning By Domain Knowledge Injection and Smooth Graph Signal Representation
    2024/06/06 by Niresi, Keivan Faghih, Kuhn, Lucas, Frusque, Gaëtan +1 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  39. To Trust Or Not To Trust Your Vision-Language Model's Prediction
    2025/05/29 by Hao Dong, Dong, Hao, M. H. Liu +7 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications