Olga Fink

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 116

Top Venues

CoRR

Reliab. Eng. Syst. Saf.

Eng. Appl. Artif. Intell.

Sensors

Publications

Sergei Garmaev, Olga Fink
Deep Koopman Operator-based degradation modelling. Reliab. Eng. Syst. Saf. 251 (2024)
Yan Hao, Florent Forest, Olga Fink
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights. CoRR (2024)
Hao Dong, Eleni N. Chatzi, Olga Fink
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision. CoRR (2024)
Mina Montazeri, Pegah Rokhforoz, Hamed Kebriaei, Olga Fink
Incentive Mechanism in the Sponsored Content Market With Network Effects. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks. CoRR (2024)
Han Sun, Kevin Ammann, Stylianos Giannoulakis, Olga Fink
Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions. CoRR (2024)
Zhichao Han, Mohit Pundir, Olga Fink, David S. Kammer
Learning Physics-Consistent Material Behavior Without Prior Knowledge. CoRR (2024)
Keivan Faghih Niresi, Hugo Bissig, Henri Baumann, Olga Fink
Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things. CoRR (2024)
Florent Forest, Katharina Rombach, Olga Fink
Interpretable Prognostics with Concept Bottleneck Models. CoRR (2024)
Han Sun, Yunkang Cao, Olga Fink
CUT: A Controllable, Universal, and Training-Free Visual Anomaly Generation Framework. CoRR (2024)
Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics. CoRR (2024)
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction. Reliab. Eng. Syst. Saf. 242 (2024)
Gaëtan Frusque, Olga Fink
Robust time series denoising with learnable wavelet packet transform. Adv. Eng. Informatics 62 (2024)
Ismail Nejjar, Faez Ahmed, Olga Fink
IM-Context: In-Context Learning for Imbalanced Regression Tasks. CoRR (2024)
Mina Montazeri, Chetan Kulkarni, Olga Fink
Prescribing Optimal Health-Aware Operation for Urban Air Mobility with Deep Reinforcement Learning. CoRR (2024)
Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. IEEE Trans. Cybern. 54 (1) (2024)
Mengjie Zhao, Olga Fink
DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems. IEEE Internet Things J. 11 (13) (2024)
Yuan Tian, Wenqi Zhou, Hao Dong, David S. Kammer, Olga Fink
Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making. CoRR (2024)
Punnawat Siripathitti, Florent Forest, Olga Fink
Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection. CoRR (2024)
Hao Dong, Yue Zhao, Eleni N. Chatzi, Olga Fink
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities. CoRR (2024)
Raffael Theiler, Olga Fink
Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity. CoRR (2024)
Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression. CoRR (2024)
Mariam Hassan, Florent Forest, Olga Fink, Malcolm Mielle
ThermoNeRF: Multimodal Neural Radiance Fields for Thermal Novel View Synthesis. CoRR (2024)
Pegah Rokhforoz, Mina Montazeri, Olga Fink
Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units. Reliab. Eng. Syst. Saf. 232 (2023)
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios. CoRR (2023)
Mengjie Zhao, Olga Fink
Dynamic Graph Attention for Anomaly Detection in Heterogeneous Sensor Networks. CoRR (2023)
Mina Montazeri, Pegah Rokhforoz, Hamed Kebriaei, Olga Fink
Incentive Mechanism in the Sponsored Content Market with Network Effect. CoRR (2023)
Florent Forest, Olga Fink
Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis. CoRR (2023)
Ismail Nejjar, Qin Wang, Olga Fink
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. CoRR (2023)
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction. CoRR (2023)
Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni Chatzi, Olga Fink
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation. CoRR (2023)
Tommaso Bendinelli, Luca Biggio, Daniel Nyfeler, Abhigyan Ghosh, Peter Tollan, Moritz Alexander Kirschmann, Olga Fink
Gemtelligence: Accelerating Gemstone classification with Deep Learning. CoRR (2023)
Venkat Nemani, Luca Biggio, Xun Huan, Zhen Hu, Olga Fink, Anh Tran, Yan Wang, Xiaoping Du, Xiaoge Zhang, Chao Hu
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial. CoRR (2023)
Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. NeurIPS (2023)
Jiawei Xiong, Olga Fink, Jian Zhou, Yizhong Ma
Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions. CoRR (2023)
Hao Lu, Adam Thelen, Olga Fink, Chao Hu, Simon Laflamme
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis. CoRR (2023)
Florent Forest, Hugo Porta, Devis Tuia, Olga Fink
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring. CoRR (2023)
Hao Dong, Ismail Nejjar, Han Sun, Eleni Chatzi, Olga Fink
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. CoRR (2023)
Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems. CoRR (2023)
Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion. CoRR (2023)
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Vinay Sharma, Jens Ravesloot, Cees Taal, Olga Fink
Graph Neural Networks for Dynamic Modeling of Roller Bearing. CoRR (2023)
Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems. SENSORS (2023)
Jong Moon Ha, Olga Fink
Domain knowledge-informed Synthetic fault sample generation with Health Data Map for cross-domain Planetary Gearbox Fault Diagnosis. CoRR (2023)
Chi-Ching Hsu, Gaëtan Frusque, Olga Fink
A Comparison of Residual-based Methods on Fault Detection. CoRR (2023)
Zhichao Han, Olga Fink, David S. Kammer
Collective Relational Inference for learning physics-consistent heterogeneous particle interactions. CoRR (2023)
Gaëtan Frusque, Daniel Mitchell, Jamie Blanche, David Flynn, Olga Fink
Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach. CoRR (2023)
Ismail Nejjar, Qin Wang, Olga Fink
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. CVPR (2023)
Pegah Rokhforoz, Mina Montazeri, Olga Fink
Multi-agent reinforcement learning with graph convolutional neural networks for optimal bidding strategies of generation units in electricity markets. Expert Syst. Appl. 225 (2023)
Sergei Garmaev, Olga Fink
Deep Koopman Operator-based degradation modelling. CoRR (2023)
Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
Multi-agent actor-critic with time dynamical opponent model. Neurocomputing 517 (2023)
Katharina Rombach, Gabriel Michau, Olga Fink
domain adaptation. Reliab. Eng. Syst. Saf. 230 (2023)
Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai
Continual Test-Time Domain Adaptation. CoRR (2022)
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies. CoRR (2022)
Yuan Tian, Minghao Han, Chetan S. Kulkarni, Olga Fink
A prescriptive Dirichlet power allocation policy with deep reinforcement learning. Reliab. Eng. Syst. Saf. 224 (2022)
Pegah Rokhforoz, Olga Fink
Multi-Agent Reinforcement Learning with Graph Convolutional Neural Networks for optimal Bidding Strategies of Generation Units in Electricity Markets. CoRR (2022)
Zhichao Han, David S. Kammer, Olga Fink
Learning Physics-Consistent Particle Interactions. CoRR (2022)
Olga Fink, Torbjørn H. Netland, Stefan Feuerriegel
Artificial intelligence across company borders. Commun. ACM 65 (1) (2022)
Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai
Continual Test-Time Domain Adaptation. CVPR (2022)
Katharina Rombach, Gabriel Michau, Olga Fink
Controlled Generation of Unseen Faults for Partial and OpenSet&Partial Domain Adaptation. CoRR (2022)
Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
Multi-agent Actor-Critic with Time Dynamical Opponent Model. CoRR (2022)
Yuan Tian, Minghao Han, Chetan S. Kulkarni, Olga Fink
A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning. CoRR (2022)
Katharina Rombach, Gabriel Michau, Kajan Ratnasabapathy, Lucian-Stefan Ancu, Wilfried Bürzle, Stefan Koller, Olga Fink
Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications. CoRR (2022)
Pegah Rokhforoz, Olga Fink
Maintenance scheduling of manufacturing systems based on optimal price of the network. Reliab. Eng. Syst. Saf. 217 (2022)
Gaëtan Frusque, Olga Fink
Robust Time Series Denoising with Learnable Wavelet Packet Transform. CoRR (2022)
Gaëtan Frusque, Olga Fink
Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. ICASSP (2022)
Chi-Ching Hsu, Gaëtan Frusque, Mahir Muratovic, Christian M. Franck, Olga Fink
Vacuum Circuit Breaker Closing Time Key Moments Detection via Vibration Monitoring: A Run-to-Failure Study. SMC (2022)
Luca Biggio, Tommaso Bendinelli, Chetan S. Kulkarni, Olga Fink
Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction. CoRR (2022)
Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
Fusing physics-based and deep learning models for prognostics. Reliab. Eng. Syst. Saf. 217 (2022)
Qin Wang, Cees Taal, Olga Fink
Integrating Expert Knowledge With Domain Adaptation for Unsupervised Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives. CoRR (2022)
Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink
DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning. DCASE (2022)
Pegah Rokhforoz, Olga Fink
Hierarchical multi-agent predictive maintenance scheduling for trains using price-based approach. Comput. Ind. Eng. 159 (2021)
Gaetan Frusque, Gabriel Michau, Olga Fink
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection. CoRR (2021)
Pegah Rokhforoz, Olga Fink
Maintenance scheduling of manufacturing systems based on optimal price of the network. CoRR (2021)
Pegah Rokhforoz, Olga Fink
Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units. CoRR (2021)
Pegah Rokhforoz, Blazhe Gjorgiev, Giovanni Sansavini, Olga Fink
Multi-agent maintenance scheduling based on the coordination between central operator and decentralized producers in an electricity market. Reliab. Eng. Syst. Saf. 210 (2021)
Manuel Arias Chao, Bryan T. Adey, Olga Fink
Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders. Neurocomputing 454 (2021)
Luca Biggio, Alexander Wieland, Manuel Arias Chao, Iason Kastanis, Olga Fink
Uncertainty-aware Remaining Useful Life predictor. CoRR (2021)
Qin Wang, Dengxin Dai, Lukas Hoyer, Luc Van Gool, Olga Fink
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation. ICCV (2021)
Gabriel Michau, Chi-Ching Hsu, Olga Fink
Interpretable Detection of Partial Discharge in Power Lines with Deep Learning. Sensors 21 (6) (2021)
Luca Biggio, Alexander Wieland, Manuel Arias Chao, Iason Kastanis, Olga Fink
Uncertainty-Aware Prognosis via Deep Gaussian Process. IEEE Access 9 (2021)
Olga Fink, Torbjørn H. Netland, Stefan Feuerriegel
Artificial intelligence across company borders. CoRR (2021)
Katharina Rombach, Gabriel Michau, Olga Fink
Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types. Sensors 21 (10) (2021)
Gabriel Rodriguez Garcia, Gabriel Michau, Herbert H. Einstein, Olga Fink
Decision Support System for an Intelligent Operator of Utility Tunnel Boring Machines. CoRR (2021)
Qin Wang, Gabriel Michau, Olga Fink
Missing-Class-Robust Domain Adaptation by Unilateral Alignment. IEEE Trans. Ind. Electron. 68 (1) (2021)
Gabriel Michau, Olga Fink
Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series. CoRR (2021)
Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions for Prognostics and Diagnostics. Data 6 (1) (2021)
Qin Wang, Dengxin Dai, Lukas Hoyer, Olga Fink, Luc Van Gool
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation. CoRR (2021)
Gabriel Michau, Olga Fink
Unsupervised transfer learning for anomaly detection: Application to complementary operating condition transfer. Knowl. Based Syst. 216 (2021)
Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. ECCV (7) (2020)
Chi-Ching Hsu, Gabriel Michau, Olga Fink
Interpretable Partial Discharge Detection with Temporal Convolution and Pulse Activation Maps: An application to Power Lines. CoRR (2020)
Yuan Tian, Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
Real-Time Model Calibration with Deep Reinforcement Learning. CoRR (2020)
Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
Fusing Physics-based and Deep Learning Models for Prognostics. CoRR (2020)
Pegah Rokhforoz, Blazhe Gjorgiev, Giovanni Sansavini, Olga Fink
Multi-agent maintenance scheduling based on the coordination between central operator and decentralized producers in an electricity market. CoRR (2020)
Katharina Rombach, Gabriel Michau, Olga Fink
Improving generalization of deep fault detection models in the presence of mislabeled data. SMC (2020)
Olga Fink, Qin Wang, Markus Svensén, Pierre Dersin, Wan-Jui Lee, Melanie Ducoffe
Potential, challenges and future directions for deep learning in prognostics and health management applications. Eng. Appl. Artif. Intell. 92 (2020)
Pegah Rokhforoz, Olga Fink
Distributed joint dynamic maintenance and production scheduling in manufacturing systems: Framework based on model predictive control and Benders decomposition. CoRR (2020)
Ajaykumar Unagar, Yuan Tian, Manuel Arias Chao, Olga Fink
Battery Model Calibration with Deep Reinforcement Learning. CoRR (2020)
Qin Wang, Gabriel Michau, Olga Fink
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Olga Fink