| 2025 | AAAI | Domain Adaptive Unfolded Graph Neural Networks. | Zepeng Zhang, Olga Fink |
| 2025 | CVPR | Unseen Visual Anomaly Generation. | Han Sun, Yunkang Cao, Hao Dong, Olga Fink |
| 2025 | ICLR | Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization. | Hao Dong, Eleni N. Chatzi, Olga Fink |
| 2025 | ICLR | DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation. | Han Sun, Rui Gong, Ismail Nejjar, Olga Fink |
| 2024 | ECCV | Towards Multimodal Open-Set Domain Generalization and Adaptation Through Self-supervision. | Hao Dong, Eleni N. Chatzi, Olga Fink |
| 2024 | ECCV | Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-training Strategies and Performance Insights. | Yan Hao, Florent Forest, Olga Fink |
| 2023 | CVPR | DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. | Ismail Nejjar, Qin Wang, Olga Fink |
| 2022 | CVPR | Continual Test-Time Domain Adaptation. | Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai |
| 2022 | ICASSP | Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. | Gatan Frusque, Olga Fink |
| 2022 | SMC | Vacuum Circuit Breaker Closing Time Key Moments Detection via Vibration Monitoring: A Run-to-Failure Study. | Chi-Ching Hsu, Gatan Frusque, Mahir Muratovic, Christian M. Franck, Olga Fink |
| 2021 | ICCV | Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation. | Qin Wang, Dengxin Dai, Lukas Hoyer, Luc Van Gool, Olga Fink |
| 2020 | ECCV | Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. | Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink |
| 2020 | SMC | Improving generalization of deep fault detection models in the presence of mislabeled data. | Katharina Rombach, Gabriel Michau, Olga Fink |