T. Klein

发表

MRI Foreground -‐ Background Multi -‐ task CNN Segmentation Multi -‐ task CNN

C. Wachinger, M. Reuter, T. Klein, 2017 .

Three-dimensional sonographic examination of the midbrain for computer-aided diagnosis of movement disorders.

Nassir Navab, Seyed-Ahmad Ahmadi, Tassilo Klein, 2012, Ultrasound in medicine & biology.

Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI

Verena E. Rozanski, N. Navab, K. Bötzel, 2020, NeuroImage: Clinical.

Modeling of Multi-View 3D Freehand Radio Frequency Ultrasound

Nassir Navab, Tassilo Klein, Nassir Navab, 2012, MICCAI.

Towards a More Objective Visualization of the Midbrain and its Surroundings Using 3D Transcranial Ultrasound

Nassir Navab, A. Plate, Seyed-Ahmad Ahmadi, 2010 .

Multimodal Self-Supervised Learning for Medical Image Analysis

Tassilo Klein, Christoph Lippert, Moin Nabi, 2019, IPMI.

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy

Christian Wachinger, Tassilo Klein, Martin Reuter, 2017, NeuroImage.

Differentially Private Federated Learning: A Client Level Perspective pdf

Tassilo Klein, Moin Nabi, Robin C. Geyer, 2017, ArXiv.

Statistical Image Processing of Medical Ultrasound Radio Frequency Data

T. Klein, 2012 .

Multimodal Prototypical Networks for Few-shot Learning pdf

Tassilo Klein, Moin Nabi, Mihai Puscas, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Discriminative Hallucination for Multi-Modal Few-Shot Learning

Patrick Jähnichen, Tassilo Klein, Moin Nabi, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Interactive Guidance System for C-Arm Repositioning Without Radiation

Ekkehard Euler, Nassir Navab, Tassilo Klein, 2007, Bildverarbeitung für die Medizin.

Budget-Aware Adapters for Multi-Domain Learning

Nicu Sebe, Elisa Ricci, Tassilo Klein, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

RF Ultrasound Distribution-Based Confidence Maps

William M. Wells, Tassilo Klein, W. Wells, 2015, MICCAI.

Human-Machine Collaboration for Medical Image Segmentation

V. Tresp, M. Nabi, F. Last, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

T. Klein, Moin Nabi, 2022, ArXiv.

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

Patrick Jähnichen, Tassilo Klein, Moin Nabi, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

Tassilo Klein, Moin Nabi, T. Klein, 2019, ArXiv.

Attention Is (not) All You Need for Commonsense Reasoning

Tassilo Klein, Moin Nabi, T. Klein, 2019, ACL.

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

Nassir Navab, Christian Wachinger, Tassilo Klein, 2012, Medical Image Anal..

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

Nassir Navab, Christian Wachinger, Tassilo Klein, 2011, IPMI.

Uncertainty-Driven Semantic Segmentation through Human-Machine Collaborative Learning

Tassilo Klein, Mahdyar Ravanbakhsh, Moin Nabi, 2019, 1909.00626.

Self-Paced Adversarial Training for Multimodal Few-Shot Learning

Patrick Jähnichen, Tassilo Klein, Moin Nabi, 2018, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

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

Patrick Jähnichen, Tassilo Klein, Moin Nabi, 2018, ArXiv.

Ultrasound confidence maps using random walks

Nassir Navab, Tassilo Klein, Wolfgang Wein, 2012, Medical Image Anal..

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

Christian Wachinger, Tassilo Klein, Benjamín Gutiérrez-Becker, 2018, NeuroImage.

Multimodal Self-Supervised Learning for Medical Image Analysis pdf

Tassilo Klein, Christoph Lippert, Moin Nabi, 2019, IPMI.

Weakly Supervised One Shot Segmentation

Mahdyar Ravanbakhsh, Moin Nabi, Hasnain Raza, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Learning to remember: Dynamic Generative Memory for Continual Learning

Tassilo Klein, Moin Nabi, Oleksiy Ostapenko, 2018 .

Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis

Nassir Navab, Maximilian Baust, Seyed-Ahmad Ahmadi, 2011, MICCAI.

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

T. Klein, Moin Nabi, 2022, ACL.

SCD: Self-Contrastive Decorrelation of Sentence Embeddings

T. Klein, Moin Nabi, 2022, ACL.

Spatial statistics based feature descriptor for RF ultrasound data

Nassir Navab, Tassilo Klein, M. Hansson, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

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

Christian Wachinger, Tassilo Klein, Loïc Peter, 2017, MICCAI.

Contrastive Self-Supervised Learning for Commonsense Reasoning pdf

Tassilo Klein, Moin Nabi, T. Klein, 2020, ACL.

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

O. Ostapenko, P. Jähnichen, T. Klein, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).