Tassilo Klein

According to our database, Tassilo Klein authored at least 41 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization.

Marco Spinaci, Marek Polewczyk, Johannes Hoffart, Markus C. Kohler, Sam Thelin, Tassilo Klein

CoRR, 2024

Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models.

Tassilo Klein, Moin Nabi

CoRR, 2024

2023

miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings.

Tassilo Klein, Moin Nabi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Mixture-of-experts VAEs can disregard variation in surjective multimodal data.

Jannik Wolff, Tassilo Klein, Moin Nabi, Rahul G. Krishnan, Shinichi Nakajima

CoRR, 2022

SCD: Self-Contrastive Decorrelation of Sentence Embeddings.

Tassilo Klein, Moin Nabi

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Multimodal Prototypical Networks for Few-shot Learning.

Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Multimodal Self-supervised Learning for Medical Image Analysis.

Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi

Proceedings of the Information Processing in Medical Imaging, 2021

Attention-based Contrastive Learning for Winograd Schemas.

Tassilo Klein, Moin Nabi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models.

Tassilo Klein, Moin Nabi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Learning Graph-Based Priors for Generalized Zero-Shot Learning.

Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi

CoRR, 2020

Human-Machine Collaboration for Medical Image Segmentation.

Mahdyar Ravanbakhsh, Vadim Tschernezki, Felix Last, Tassilo Klein, Kayhan Batmanghelich, Volker Tresp, Moin Nabi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Contrastive Self-Supervised Learning for Commonsense Reasoning.

Tassilo Klein, Moin Nabi

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Pruning at a Glance: Global Neural Pruning for Model Compression.

Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi

CoRR, 2019

Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds.

Tassilo Klein, Moin Nabi

CoRR, 2019

Low-Shot Learning From Imaginary 3D Model.

Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Self-Paced Adversarial Training for Multimodal Few-Shot Learning.

Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Weakly Supervised One Shot Segmentation.

Hasnain Raza, Mahdyar Ravanbakhsh, Tassilo Klein, Moin Nabi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Budget-Aware Adapters for Multi-Domain Learning.

Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning.

Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning.

Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Attention Is (not) All You Need for Commonsense Reasoning.

Tassilo Klein, Moin Nabi

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy.

Christian Wachinger, Martin Reuter, Tassilo Klein

NeuroImage, 2018

Gaussian process uncertainty in age estimation as a measure of brain abnormality.

Benjamín Gutiérrez-Becker, Tassilo Klein, Christian Wachinger

NeuroImage, 2018

The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA.

Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi

CoRR, 2018

Cross-modal Hallucination for Few-shot Fine-grained Recognition.

Frederik Pahde, Patrick Jähnichen, Tassilo Klein, Moin Nabi

CoRR, 2018

Discriminative Hallucination for Multi-Modal Few-Shot Learning.

Frederik Pahde, Moin Nabi, Tassilo Klein, Patrick Jähnichen

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Differentially Private Federated Learning: A Client Level Perspective.

Robin C. Geyer, Tassilo Klein, Moin Nabi

CoRR, 2017

A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data.

Benjamín Gutiérrez, Loïc Peter, Tassilo Klein, Christian Wachinger

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2015

RF Ultrasound Distribution-Based Confidence Maps.

Tassilo Klein, William M. Wells III

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2012

Statistical Image Processing of Medical Ultrasound Radio Frequency Data.

Tassilo Johannes Klein

PhD thesis, 2012

The 2D analytic signal for envelope detection and feature extraction on ultrasound images.

Christian Wachinger, Tassilo Klein, Nassir Navab

Medical Image Anal., 2012

Ultrasound confidence maps using random walks.

Athanasios Karamalis, Wolfgang Wein, Tassilo Klein, Nassir Navab

Medical Image Anal., 2012

Modeling of Multi-View 3D Freehand Radio Frequency Ultrasound.

Tassilo Klein, Mattias Hansson, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Registration of RF ultrasound data using hybrid local binary patterns.

Tassilo Klein, Mattias Hansson, Athanasios Karamalis, Nassir Navab

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Rigid US-MRI Registration Through Segmentation of Equivalent Anatomic Structures - A Feasibility Study using 3D Transcranial Ultrasound of the Midbrain.

Seyed-Ahmad Ahmadi, Tassilo Klein, Annika Plate, Kai Boetzel, Nassir Navab

Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011

Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis.

Seyed-Ahmad Ahmadi, Maximilian Baust, Athanasios Karamalis, Annika Plate, Kai Boetzel, Tassilo Klein, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Spatial statistics based feature descriptor for RF ultrasound data.

Tassilo Klein, Mattias Hansson, Nassir Navab

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

The 2D Analytic Signal on RF and B-Mode Ultrasound Images.

Christian Wachinger, Tassilo Klein, Nassir Navab

Proceedings of the Information Processing in Medical Imaging, 2011

2009

Advanced planning and intra-operative validation for robot-assisted keyhole neurosurgery In ROBOCAST.

Seyed-Ahmad Ahmadi, Tassilo Klein, Nassir Navab, Ran Roth, Reuben R. Shamir, Leo Joskowicz, Elena De Momi, Giancarlo Ferrigno, Luca Antiga, Roberto Israel Foroni

Proceedings of the 14th International Conference on Advanced Robotics, 2009

2007

Fiducial-Free Registration Procedure for Navigated Bronchoscopy.

Tassilo Klein, Jörg Traub, Hubert Hautmann, Alireza Ahmadian, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Interactive Guidance System for C-Arm Repositioning Without Radiation.

Tassilo Klein, Selim Benhimane, Jörg Traub, Sandro Michael Heining, Ekkehard Euler, Nassir Navab

Proceedings of the Bildverarbeitung für die Medizin 2007, 2007