Tassilo Klein

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 42

Top Topics

Medical Image Analysis

Convolutional Neural Network

Supervised Learning

Top Venues

Publications

Tassilo Klein, Moin Nabi
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models. CoRR (2024)
Tassilo Klein, Moin Nabi
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings. ACL (1) (2023)
Tassilo Klein, Moin Nabi
SCD: Self-Contrastive Decorrelation of Sentence Embeddings. ACL (2) (2022)
Tassilo Klein, Moin Nabi
SCD: Self-Contrastive Decorrelation for Sentence Embeddings. CoRR (2022)
Jannik Wolff, Tassilo Klein, Moin Nabi, Rahul G. Krishnan, Shinichi Nakajima
Mixture-of-experts VAEs can disregard variation in surjective multimodal data. CoRR (2022)
Tassilo Klein, Moin Nabi
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings. CoRR (2022)
Tassilo Klein, Moin Nabi
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models. CoRR (2021)
Tassilo Klein, Moin Nabi
Attention-based Contrastive Learning for Winograd Schemas. EMNLP (Findings) (2021)
Tassilo Klein, Moin Nabi
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models. EMNLP (1) (2021)
Tassilo Klein, Moin Nabi
Attention-based Contrastive Learning for Winograd Schemas. CoRR (2021)
Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi
Multimodal Prototypical Networks for Few-shot Learning. WACV (2021)
Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi
Multimodal Self-supervised Learning for Medical Image Analysis. IPMI (2021)
Tassilo Klein, Moin Nabi
Contrastive Self-Supervised Learning for Commonsense Reasoning. CoRR (2020)
Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi
Multimodal Prototypical Networks for Few-shot Learning. CoRR (2020)
Mahdyar Ravanbakhsh, Vadim Tschernezki, Felix Last, Tassilo Klein, Kayhan Batmanghelich, Volker Tresp, Moin Nabi
Human-Machine Collaboration for Medical Image Segmentation. ICASSP (2020)
Tassilo Klein, Moin Nabi
Contrastive Self-Supervised Learning for Commonsense Reasoning. ACL (2020)
Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi
Learning Graph-Based Priors for Generalized Zero-Shot Learning. CoRR (2020)
Tassilo Klein, Moin Nabi
Attention Is (not) All You Need for Commonsense Reasoning. ACL (1) (2019)
Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi
Multimodal Self-Supervised Learning for Medical Image Analysis. CoRR (2019)
Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi
Low-Shot Learning From Imaginary 3D Model. WACV (2019)
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi
Self-Paced Adversarial Training for Multimodal Few-Shot Learning. WACV (2019)
Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi
Low-Shot Learning from Imaginary 3D Model. CoRR (2019)
Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi
Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning. ICASSP (2019)
Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. CoRR (2019)
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)
Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. CVPR (2019)
Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci
Budget-Aware Adapters for Multi-Domain Learning. CoRR (2019)
Tassilo Klein, Moin Nabi
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds. CoRR (2019)
Hasnain Raza, Mahdyar Ravanbakhsh, Tassilo Klein, Moin Nabi
Weakly Supervised One Shot Segmentation. ICCV Workshops (2019)
Tassilo Klein, Moin Nabi
Attention Is (not) All You Need for Commonsense Reasoning. CoRR (2019)
Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi
Pruning at a Glance: Global Neural Pruning for Model Compression. CoRR (2019)
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi
Self Paced Adversarial Training for Multimodal Few-shot Learning. CoRR (2018)
Christian Wachinger, Martin Reuter, Tassilo Klein
DeepNAT: Deep convolutional neural network for segmenting neuroanatomy. NeuroImage 170 (2018)
Benjamín Gutiérrez-Becker, Tassilo Klein, Christian Wachinger
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality. CoRR (2018)
Frederik Pahde, Moin Nabi, Tassilo Klein, Patrick Jähnichen
Discriminative Hallucination for Multi-Modal Few-Shot Learning. ICIP (2018)
Benjamín Gutiérrez-Becker, Tassilo Klein, Christian Wachinger
Gaussian process uncertainty in age estimation as a measure of brain abnormality. NeuroImage 175 (2018)
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 (2018)
Frederik Pahde, Patrick Jähnichen, Tassilo Klein, Moin Nabi
Cross-modal Hallucination for Few-shot Fine-grained Recognition. CoRR (2018)
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)
Benjamín Gutiérrez, Loïc Peter, Tassilo Klein, Christian Wachinger
A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data. CoRR (2017)
Christian Wachinger, Martin Reuter, Tassilo Klein
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy. CoRR (2017)
Robin C. Geyer, Tassilo Klein, Moin Nabi
Differentially Private Federated Learning: A Client Level Perspective. CoRR (2017)
Tassilo Klein, William M. Wells III
RF Ultrasound Distribution-Based Confidence Maps. MICCAI (2) (2015)
Tassilo Klein, M. Hansson, Athanasios Karamalis, Nassir Navab
Registration of RF ultrasound data using hybrid local binary patterns. ISBI (2012)
Athanasios Karamalis, Wolfgang Wein, Tassilo Klein, Nassir Navab
Ultrasound confidence maps using random walks. Medical Image Anal. 16 (6) (2012)
Tassilo Klein, M. Hansson, Nassir Navab
Modeling of Multi-View 3D Freehand Radio Frequency Ultrasound. MICCAI (1) (2012)
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)
Christian Wachinger, Tassilo Klein, Nassir Navab
The 2D analytic signal for envelope detection and feature extraction on ultrasound images. Medical Image Anal. 16 (6) (2012)
Christian Wachinger, Tassilo Klein, Nassir Navab
The 2D Analytic Signal on RF and B-Mode Ultrasound Images. IPMI (2011)
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)
Tassilo Klein, M. Hansson, Nassir Navab
Spatial statistics based feature descriptor for RF ultrasound data. ISBI (2011)
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)
Tassilo Klein, Jörg Traub, Hubert Hautmann, Alireza Ahmadian, Nassir Navab
Fiducial-Free Registration Procedure for Navigated Bronchoscopy. MICCAI (1) (2007)
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)