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ORCIDTassilo Klein
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- affiliation: Technical University Munich, Germany
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Books and Theses
- 2012
[b1]Tassilo Johannes Klein:
Statistical Image Processing of Medical Ultrasound Radio Frequency Data. Technical University Munich, 2012, pp. 1-188
Journal Articles
- 2018
- [j4]Christian Wachinger
, Martin Reuter, Tassilo Klein:
DeepNAT: Deep convolutional neural network for segmenting neuroanatomy. NeuroImage 170: 434-445 (2018) - [j3]Benjamín Gutiérrez-Becker, Tassilo Klein, Christian Wachinger:
Gaussian process uncertainty in age estimation as a measure of brain abnormality. NeuroImage 175: 246-258 (2018) - 2012
- [j2]Christian Wachinger, Tassilo Klein, Nassir Navab:
The 2D analytic signal for envelope detection and feature extraction on ultrasound images. Medical Image Anal. 16(6): 1073-1084 (2012) - [j1]Athanasios Karamalis, Wolfgang Wein, Tassilo Klein, Nassir Navab:
Ultrasound confidence maps using random walks. Medical Image Anal. 16(6): 1101-1112 (2012)
Conference and Workshop Papers
- 2023
- [c27]Tassilo Klein, Moin Nabi:
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings. ACL (1) 2023: 6159-6177 - 2022
- [c26]Tassilo Klein, Moin Nabi:
SCD: Self-Contrastive Decorrelation of Sentence Embeddings. ACL (2) 2022: 394-400 - 2021
- [c25]Tassilo Klein, Moin Nabi:
Attention-based Contrastive Learning for Winograd Schemas. EMNLP (Findings) 2021: 2428-2434 - [c24]Tassilo Klein, Moin Nabi:
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models. EMNLP (1) 2021: 8737-8743 - [c23]Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi:
Multimodal Self-supervised Learning for Medical Image Analysis. IPMI 2021: 661-673 - [c22]Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi:
Multimodal Prototypical Networks for Few-shot Learning. WACV 2021: 2643-2652 - 2020
- [c21]Tassilo Klein, Moin Nabi:
Contrastive Self-Supervised Learning for Commonsense Reasoning. ACL 2020: 7517-7523 - [c20]Mahdyar Ravanbakhsh, Vadim Tschernezki, Felix Last, Tassilo Klein, Kayhan Batmanghelich, Volker Tresp, Moin Nabi:
Human-Machine Collaboration for Medical Image Segmentation. ICASSP 2020: 1040-1044 - 2019
- [c19]Tassilo Klein, Moin Nabi:
Attention Is (not) All You Need for Commonsense Reasoning. ACL (1) 2019: 4831-4836 - [c18]Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi:
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. CVPR 2019: 11321-11329 - [c17]Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi:
Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning. ICASSP 2019: 2802-2806 - [c16]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. ICCV 2019: 382-391 - [c15]Hasnain Raza, Mahdyar Ravanbakhsh, Tassilo Klein, Moin Nabi:
Weakly Supervised One Shot Segmentation. ICCV Workshops 2019: 1401-1406 - [c14]Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi:
Self-Paced Adversarial Training for Multimodal Few-Shot Learning. WACV 2019: 218-226 - [c13]Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi:
Low-Shot Learning From Imaginary 3D Model. WACV 2019: 978-985 - 2018
- [c12]Frederik Pahde, Moin Nabi, Tassilo Klein, Patrick Jähnichen:
Discriminative Hallucination for Multi-Modal Few-Shot Learning. ICIP 2018: 156-160 - 2017
- [c11]Benjamín Gutiérrez, Loïc Peter, Tassilo Klein, Christian Wachinger:
A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data. MICCAI (3) 2017: 38-45 - 2015
- [c10]Tassilo Klein, William M. Wells III:
RF Ultrasound Distribution-Based Confidence Maps. MICCAI (2) 2015: 595-602 - 2012
- [c9]Seyed-Ahmad Ahmadi, Tassilo Klein, Annika Plate, Kai Boetzel, Nassir Navab:
Rigid US-MRI Registration Through Segmentation of Equivalent Anatomic Structures - A Feasibility Study using 3D Transcranial Ultrasound of the Midbrain. Bildverarbeitung für die Medizin 2012: 410-415 - [c8]Tassilo Klein, Mattias Hansson, Athanasios Karamalis, Nassir Navab:
Registration of RF ultrasound data using hybrid local binary patterns. ISBI 2012: 1072-1075 - [c7]Tassilo Klein, Mattias Hansson, Nassir Navab:
Modeling of Multi-View 3D Freehand Radio Frequency Ultrasound. MICCAI (1) 2012: 422-429 - 2011
- [c6]Christian Wachinger, Tassilo Klein, Nassir Navab:
The 2D Analytic Signal on RF and B-Mode Ultrasound Images. IPMI 2011: 359-370 - [c5]Tassilo Klein, Mattias Hansson, Nassir Navab:
Spatial statistics based feature descriptor for RF ultrasound data. ISBI 2011: 33-36 - [c4]Seyed-Ahmad Ahmadi, Maximilian Baust, Athanasios Karamalis, Annika Plate, Kai Boetzel, Tassilo Klein, Nassir Navab:
Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis. MICCAI (3) 2011: 362-369 - 2009
- [c3]Seyed-Ahmad Ahmadi, Tassilo Klein, Nassir Navab, Ran Roth, Reuben R. Shamir, Leo Joskowicz, Elena De Momi, Giancarlo Ferrigno, Luca Antiga, Roberto Israel Foroni:
Advanced planning and intra-operative validation for robot-assisted keyhole neurosurgery In ROBOCAST. ICAR 2009: 1-7 - 2007
- [c2]Tassilo Klein, Selim Benhimane, Jörg Traub, Sandro Michael Heining, Ekkehard Euler, Nassir Navab:
Interactive Guidance System for C-Arm Repositioning Without Radiation. Bildverarbeitung für die Medizin 2007: 21-25 - [c1]Tassilo Klein, Jörg Traub, Hubert Hautmann, Alireza Ahmadian, Nassir Navab:
Fiducial-Free Registration Procedure for Navigated Bronchoscopy. MICCAI (1) 2007: 475-482
Informal and Other Publications
- 2024
- [i23]Tassilo Klein, Moin Nabi:
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models. CoRR abs/2401.08491 (2024) - 2022
- [i22]Tassilo Klein, Moin Nabi:
SCD: Self-Contrastive Decorrelation for Sentence Embeddings. CoRR abs/2203.07847 (2022) - [i21]Jannik Wolff, Tassilo Klein, Moin Nabi, Rahul G. Krishnan, Shinichi Nakajima:
Mixture-of-experts VAEs can disregard variation in surjective multimodal data. CoRR abs/2204.05229 (2022) - [i20]Tassilo Klein, Moin Nabi:
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings. CoRR abs/2211.04928 (2022) - 2021
- [i19]Tassilo Klein, Moin Nabi:
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models. CoRR abs/2109.05105 (2021) - [i18]Tassilo Klein, Moin Nabi:
Attention-based Contrastive Learning for Winograd Schemas. CoRR abs/2109.05108 (2021) - 2020
- [i17]Tassilo Klein, Moin Nabi:
Contrastive Self-Supervised Learning for Commonsense Reasoning. CoRR abs/2005.00669 (2020) - [i16]Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi:
Learning Graph-Based Priors for Generalized Zero-Shot Learning. CoRR abs/2010.11369 (2020) - [i15]Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi:
Multimodal Prototypical Networks for Few-shot Learning. CoRR abs/2011.08899 (2020) - 2019
- [i14]Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi:
Low-Shot Learning from Imaginary 3D Model. CoRR abs/1901.01868 (2019) - [i13]Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi:
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. CoRR abs/1904.03137 (2019) - [i12]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. CoRR abs/1905.06242 (2019) - [i11]Tassilo Klein, Moin Nabi:
Attention Is (not) All You Need for Commonsense Reasoning. CoRR abs/1905.13497 (2019) - [i10]Tassilo Klein, Moin Nabi:
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds. CoRR abs/1911.02365 (2019) - [i9]Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi:
Pruning at a Glance: Global Neural Pruning for Model Compression. CoRR abs/1912.00200 (2019) - [i8]Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi:
Multimodal Self-Supervised Learning for Medical Image Analysis. CoRR abs/1912.05396 (2019) - 2018
- [i7]Benjamín Gutiérrez-Becker, Tassilo Klein, Christian Wachinger:
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality. CoRR abs/1804.01296 (2018) - [i6]Frederik Pahde, Patrick Jähnichen, Tassilo Klein, Moin Nabi:
Cross-modal Hallucination for Few-shot Fine-grained Recognition. CoRR abs/1806.05147 (2018) - [i5]Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi:
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA. CoRR abs/1809.04344 (2018) - [i4]Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi:
Self Paced Adversarial Training for Multimodal Few-shot Learning. CoRR abs/1811.09192 (2018) - 2017
- [i3]Christian Wachinger, Martin Reuter, Tassilo Klein:
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy. CoRR abs/1702.08192 (2017) - [i2]Benjamín Gutiérrez, Loïc Peter, Tassilo Klein, Christian Wachinger:
A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data. CoRR abs/1705.08111 (2017) - [i1]Robin C. Geyer, Tassilo Klein, Moin Nabi:
Differentially Private Federated Learning: A Client Level Perspective. CoRR abs/1712.07557 (2017)
Coauthor Index
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