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members:tomani [2024/03/18 19:58] Christian Tomani |
members:tomani [2024/04/18 19:28] Christian Tomani |
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- | ===== Brief Bio ===== | + | ==== Brief Bio ==== |
Find me on [[https:// | Find me on [[https:// | ||
- | I am a PhD student at the Technical University of Munich at the Chair for Computer Vision and Artificial Intelligence headed by [[: | + | I am a PhD student at the Technical University of Munich at the Chair of [[: |
- | My interests cover a large spectrum of Machine Learning and Deep Learning topics. Projects of mine include uncertainty aware and robust models for in domain, domain shift and out of domain (OOD) scenarios; Natural Language Processing (NLP) and Large Language Models (LLMs); investigating reasoning capabilities and developing reliable LLMs; Computer Vision (CV); Time Series Data Analysis with supervised and self-supervised learning algorithms; Recurrent Neural Networks (RNNs) and Transformer architectures; | ||
- | I am looking for motivated as well as talented students. If you are interested | + | <fs large> |
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+ | **Meta** (New York)\\ | ||
+ | //Paper:// Uncertainty-Based Abstention in LLMs Improves Safety and Reduces Hallucinations (C Tomani, Kamalika C, Ivan E, Daniel C, Mark I), In arXiv preprint, 2024. | ||
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+ | **Google** (San Francisco Bay Area)\\ | ||
+ | //Paper:// Quality Control at Your Fingertips: Quality-Aware Translation Models (C Tomani, D Vilar and M Freitag and C Cherry and S Naskar and M Finkelstein and D Cremers), In arXiv preprint, 2023. | ||
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+ | **Siemens** (Munich)\\ | ||
+ | //Paper:// Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration (C Tomani and F Buettner), AAAI, 2021. | ||
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+ | <fs large> | ||
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+ | **University of Oxford**\\ | ||
+ | Machine Learning Group - Department of Engineering Science | ||
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+ | **University of California Berkeley**\\ | ||
+ | Artificial Intelligence Research Lab (BAIR) - Redwood Center for Theoretical Neuroscience | ||
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+ | ==== My Work ==== | ||
+ | I am interested | ||
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+ | My work covers | ||
==== Publications ==== | ==== Publications ==== |