Araki, T.; Gomez-Solano, J. R.; Maciolek, A.: Relaxation to steady states of a binary liquid mixture around an optically heated colloid. Physical Review E 105 (1), 014123 (2022)

Boelts, J.; Lueckmann, J.-M.; Gao, R.; Macke, J. H.: Flexible and efficient simulation-based inference for models of decision-making. eLife 11, e77220 (2022)

Eppe, M.; Gumbsch, C.; Kerzel, M.; Nguyen, P. D. H.; Butz, M. V.; Wermter, S.: Intelligent problem-solving as integrated hierarchical reinforcement learning. Nature Machine Intelligence 4 (1), S. 11 - 20 (2022)

Gourishetti, R.; Kuchenbecker, K. J.: Evaluation of Vibrotactile Output from a Rotating Motor Actuator. IEEE Transactions on Haptics 15 (1), S. 39 - 44 (2022)

Jordana, A.; Hammoud, B.; Carpentier, J.; Righetti, L.: Stagewise Newton Method for Dynamic Game Control With Imperfect State Observation. IEEE Control Systems Letters 6, S. 3241 - 3246 (2022)

Kapoor, V.; Dwarakanath, A.; Safavi, S.; Werner, J.; Besserve, M.; Panagiotaropoulos, T. I.; Logothetis, N. K.: Decoding internally generated transitions of conscious contents in the prefrontal cortex without subjective reports. Nature Communications 13, 1535 (2022)

Kart, T.; Fischer, M.; Winzeck, S.; Glocker, B.; Bai, W.; Bülow, R.; Emmel, C.; Friedrich, L.; Kauczor, H.; Keil, T. et al.; Kröncke, T.; Mayer, P.; Niendorf, T.; Peters, A.; Pischon, T.; Schaarschmidt, B. M.; Schmidt, B.; Schulze, M. B.; Umutle, L.; Völzke, H.; Küstner, T.; Bamberg, F.; Schölkopf, B.; Rueckert, D.; Gatidis, S.: Automated imaging-based abdominal organ segmentation and quality control in 20,000 participants of the UK Biobank and German National Cohort Studies. Scientific Reports 12, 18733 (2022)

Khajehabdollahi, S.; Prosi , J.; Giannakakis , E.; Martius, G.; Levina , A.: When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artificial Life 28 (4), S. 458 - 478 (2022)

Kubinski, R.; Djamen-Kepaou, J.-Y.; Zhanabaev, T.; Hernandez-Garcia, A.; Bauer, S.; Hildebrand, F.; Korcsmaros, T.; Karam, S.; Jantchou, P.; Kafi, K. et al.; Martin, R. D.: Benchmark of Data Processing Methods and Machine Learning Models for Gut Microbiome-Based Diagnosis of Inflammatory Bowel Disease. Frontiers in Genetics 13, 784397 (2022)

Park, K.; Lee, H.; Kuchenbecker, K. J.; Kim, J.: Adaptive Optimal Measurement Algorithm for ERT-based Large-area Tactile Sensors. IEEE/ASME Transactions on Mechatronics 27 (1), S. 304 - 314 (2022)

Quirin, M.; Loktyushin, A.; Küstermann, E.; Kuhl, J.: The Achievement Motive in the Brain: BOLD Responses to Pictures of Challenging Activities Predicted by Implicit Versus Explicit Achievement Motives. Frontiers in Psychology 13, 845910 (2022)

Peters, J.; Bauer, S.; Pfister, N.: Causal Models for Dynamical Systems. In: Probabilistic and Causal Inference, S. 671 - 690 (Hg. Geffner, H.; Dechter, R.; Halpern, J. Y.). ACM, New York, NY (2022)

Choutas, V.; Bogo, F.; Shen, J.; Valentin, J.: Learning to Fit Morphable Models. In: Computer Vision – ECCV 2022, Bd. 6, S. 160 - 179 (Hg. Avidan, S.; Brostow, G.; Cissé, M.; Giovanni Maria, F.; Hassner, T.). 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, 23. Oktober 2022 - 27. Oktober 2022. Springer, Cham (2022)

Osman, A. A. A.; Bolkart, T.; Tzionas, D.; Black, M. J.: SUPR: A Sparse Unified Part-Based Human Representation. In: Computer Vision – ECCV 2022, Bd. 2, S. 568 - 585 (Hg. Avidan, S.; Brostow, G.; Cissé, M.; Farinella, G. M.; Hassner, T.). 17th European Conference on Computer Vision (ECCV 2022) , Tel Aviv, 23. Oktober 2022 - 27. Oktober 2022. Springer, Cham (2022)

Feng, H.; Bolkart, T.; Tesch, J.; Black, M. J.; Abrevaya, V.: Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation. In: Computer Vision – ECCV 2022, Bd. 13, S. 72 - 90 (Hg. Avidan, S.; Brostow, G.; Cissé, M.; Farinella, G. M.; Hassner, T.). 17th European Conference on Computer Vision (ECCV 2022) , Tel Aviv, 23. Oktober 2022 - 27. Oktober 2022. Springer, Cham (2022)

Zielonka, W.; Bolkart, T.; Thies, J.: Towards Metrical Reconstruction of Human Faces. In: Computer Vision – ECCV 2022, Bd. 13, S. 250 - 269 (Hg. Avidan, S.; Brostow, G.; Cissé, M.; Farinella, G. M.; Hassner, T.). 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, 23. Oktober 2022 - 27. Oktober 2022. Springer, Cham (2022)

Ghosh, P.; Zietlow, D.; Black, M. J.; Davis, L. S.; Hu, X.: InvGAN: Invertible GANs. In: Pattern Recognition, S. 3 - 19 (Hg. Andres, B.; Bernard, F.; Cremers, D.; Frintrop, S.; Goldlücke, B. et al.). 44th DAGM German Conference on Pattern Recognition (DAGM GCPR 2022), Konstanz, 27. September 2022 - 30. September 2022. Springer, Cham (2022)

Huang, Y.; Taheri, O.; Black, M. J.; Tzionas, D.: InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction. In: Pattern Recognition, S. 281 - 299 (Hg. Andres, B.; Bernard, F.; Cremers, D.; Frintrop, S.; Goldlücke, B. et al.). 44th DAGM German Conference on Pattern Recognition (DAGM GCPR 2022) , Konstanz, 27. September 2022 - 30. September 2022. Springer, Cham (2022)

L'Orsa, R.; Lama, S.; Westwick, D.; Sutherland, G.; Kuchenbecker, K. J.: Towards Semi-Automated Pleural Cavity Access for Pneumothorax in Austere Environments. In: IAC 2022 congress proceedings, 72207. 73rd International Astronautical Congress (IAC 2022), Paris, France, 18. September 2022 - 22. September 2022. International Astronautical Federation, IAF (2022)

Sanchez-Martin, P.; Rateike, M.; Valera, I.: VACA: Designing Variational Graph Autoencoders for Causal Queries. In: Thirty-Sixth AAAI Conference on Artificial Intelligence, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, The Twelveth Symposium on Educational Advances in Artificial Intelligence, Bd. 7, S. 8159 - 8168. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022), Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence (IAAI 2022), Twelveth Symposium on Educational Advances in Artificial Intelligence (EAAI 2022), Virtually, 22. Februar 2022 - 01. März 2022. AAAI Press, Palo Alto, CA (2022)