All publications
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| Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration, and , in: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, IEEE/CVF, 2024 |
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| ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees, and , in: The 17th ACM International Conference on Web Search and Data Mining, 2024 |
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| International Conference on the Voynich Manuscript 2022, , , , , , and , in: Proceedings of the International Conference on Historical Cryptology, 2023 |
| Findings of the IWSLT 2023 evaluation campaign, , , and , in: Proceedings of the IWSLT conference, 2023 |
| Data-driven Urban Building Energy Modeling with Machine Learning in Satom (CH), , and , in: 6th International IEEE Conference AND Workshop in Obuda on Electrical and Power Engineering, 2023 |
| A Machine Learning Model for the Prediction of Building Hourly Heating Demand from CityGML Files: Training Workflow and Deployment as an API, , and , in: Proceedings of Building Simulation 2023: 18th Conference of IBPSA, pages 2932 - 2939, 2023 |
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| Data-driven urban building energy modeling in Satom (CH): The energy savings potential and use of available renewable energy sources., , and , Politecnico di Torino, 2023 |
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| Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy, , , , , , , , , and , in: Journal of Biomedical Informatics, 142, 2023 |
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| Epidemiological and clinical analysis of polish short-term and long-term travelers returning from tropical countries, , and , in: Travel Medicine and Infectious Disease, 55, 2023 |
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| Defining the role of real-world data in cancer clinical research: the position of the European Organisation for Research and Treatment of Cancer, , and , in: European Journal of Cancer, 2023 |
| A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data, , , , and , in: BMC Bioinformatics, 24(198), 2023 |
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| Learning Lessons from the COVID-19 pandemic for Real World Evidence research in Oncology–shared perspectives from an international consortia, , and , in: ESMO Open, 2023 |
| What do individuals with visual impairment need and want from a dialogue-based digital assistant?, , , , and , in: Clinical and Experimental Optometry, 2023 |
| NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports, , , , , and , in: Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023 |
| Transformers, Tables and Frame Semantics, , , and , in: International Conference on Semantic Computing, 2023 |
| SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data, , , , , and , in: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), Association for Computational Linguistics, 2023 |
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| Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks, and , in: Transactions of the ACL, 2023 |
| A Canonical Context-preserving Representation for Open IE: Extracting Semantically Typed Relational Tuples from Complex Sentences, , , and , in: Knowledge-based Systems, 2023 |
| Learning Disentangled Representations for Natural Language Definitions, , , and , in: In Findings of the European chapter of Association for Computational Linguistics, 2023 |
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| Assessment of Subsidization Strategies for Multi-Objective Optimization of Energy Efficiency Measures for Building Renovation at District Scale, , , , and , in: Energies, 16(15), 2023 |
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| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning, , , , and , in: Under review, 2023 |
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| A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers, , , and , in: Under review, 2023 |
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| Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder, , , and , in: Under review, 2023 |
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| Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup, , and , in: Under review, 2023 |
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| Learning diverse features in vision transformers for improved generalization, , , and , in: ICML 2023: The Second Workshop on Spurious Correlations, Invariance and Stability, 2023 |
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| Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks, , , , and , in: Under review, 2023 |
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| Energy assessment of a district by integrating solar thermal in district heating network: a dynamic analysis approach, , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
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| ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning, , , , , , , , and , in: Under review, 2023 |
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| Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
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| Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines, , , , , , and , in: Under review, 2023 |
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| Potential for district heating networks from waste heat: an assessment tool and its application to sewage treatment plants in the Canton of Zurich, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
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| Suggesting disease associations for overlooked metabolites using literature from metabolic neighbors, , , , , , , , and , in: GigaScience, 12:13, 2023 |
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| End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation, , , , , , and , in: The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, 2023 |
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| Enhancing Multi-modal Classification of Violent Events using Image Captioning, , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), CEUR Workshop Proceedings, Jaén, Spain, 2023 |
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| Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network, and , in: Thirty-seventh Conference on Neural Information Processing Systems, 2023 |
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| Remote Cancelable Biometric System for Verification and Identification Applications, , , and , in: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2023 |
| Robust Face Presentation Attack Detection with Multi-channel Neural Networks, and , in: Handbook of Biometric Anti-Spoofing, Springer, 2023 |
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| Attacking Face Recognition with T-shirts: Database, Vulnerability Assessment and Detection, and , in: IEEE Access, 2023 |
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| Learning to Abstract with Nonparametric Variational Information Bottleneck, , and , in: The 2023 Conference on Empirical Methods in Natural Language Processing, 2023 |
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| Inversion of Deep Facial Templates using Synthetic Data, and , in: Proceedings of the IEEE International Joint Conference on Biometric, 2023 |
| Human-Robot Collaboration in a Sanding Task, , , , , , , , and , in: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 2023 |
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| Towards Improved Replicability of Human Studies in Human-Robot Interaction: Recommendations for Formalized Reporting, , , , , , , , , , and , in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, pages 629-633, 2023 |
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| Combating COVID-19 with charisma: Evidence on governor speeches in the United States, , , , , , and , in: The Leadership Quarterly, 2023 |
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| Diversity and neocolonialism in Big Data research: Avoiding extractivism while struggling with paternalism, , , , , , and , in: Big Data & Society, 2023 |
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| Integrated transcriptome landscape of ALS identifies genome instability linked to TDP-43 pathology, , , , , , , , , , , , , and , in: Nature Communications, 2023 |
| RNA at a breaking point? Cytoplasmic cleavage and other post-transcriptional RNA processing in neurodevelopment and disease, , and , in: Frontiers in Molecular Neuroscience, 2023 |
| The predicted RNA-binding protein regulome of axonal mRNAs, , , and , in: Genome Research, 2023 |
| Robust Execution of Assembly Policies Using a Pose Invariant Task Representation, , , , , and , in: 20th International Conference on Ubiquitous Robots (UR), Honolulu, HI, USA, IEEE, 2023 |
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| Exploring Human Biometrics: A Focus on Security Concerns and Deep Neural Networks, , in: APSIPA Transactions on Signal and Information Processing, 2023 |
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| Tensor Train for Global Optimization Problems in Robotics, , , and , in: International Journal of Robotics Research:25, 2023 |
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