| 2025 | ACL | Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models. | Tassilo Klein, Moin Nabi |
| 2023 | ACL | miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings. | Tassilo Klein, Moin Nabi |
| 2022 | ACL | SCD: Self-Contrastive Decorrelation of Sentence Embeddings. | Tassilo Klein, Moin Nabi |
| 2021 | EMNLP | Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models. | Tassilo Klein, Moin Nabi |
| 2021 | EMNLP | Attention-based Contrastive Learning for Winograd Schemas. | Tassilo Klein, Moin Nabi |
| 2021 | WACV | Multimodal Prototypical Networks for Few-shot Learning. | Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi |
| 2020 | ACL | Contrastive Self-Supervised Learning for Commonsense Reasoning. | Tassilo Klein, Moin Nabi |
| 2020 | ICASSP | Human-Machine Collaboration for Medical Image Segmentation. | Mahdyar Ravanbakhsh, Vadim Tschernezki, Felix Last, Tassilo Klein, Kayhan Batmanghelich, Volker Tresp, Moin Nabi |
| 2019 | ACL | Attention Is (not) All You Need for Commonsense Reasoning. | Tassilo Klein, Moin Nabi |
| 2019 | CVPR | Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. | Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jhnichen, Moin Nabi |
| 2019 | ICASSP | Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning. | Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi |
| 2019 | ICCV | Budget-Aware Adapters for Multi-Domain Learning. | Rodrigo Ferreira Berriel, Stphane Lathuilire, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci |
| 2019 | WACV | Self-Paced Adversarial Training for Multimodal Few-Shot Learning. | Frederik Pahde, Oleksiy Ostapenko, Patrick Jhnichen, Tassilo Klein, Moin Nabi |
| 2019 | WACV | Low-Shot Learning From Imaginary 3D Model. | Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi |
| 2018 | ICIP | Discriminative Hallucination for Multi-Modal Few-Shot Learning. | Frederik Pahde, Moin Nabi, Tassilo Klein, Patrick Jhnichen |
| 2017 | MICCAI | A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data. | Benjamn Gutirrez, Loc Peter, Tassilo Klein, Christian Wachinger |
| 2015 | MICCAI | RF Ultrasound Distribution-Based Confidence Maps. | Tassilo Klein, William M. Wells III |
| 2012 | MICCAI | Modeling of Multi-View 3D Freehand Radio Frequency Ultrasound. | Tassilo Klein, Mattias Hansson, Nassir Navab |
| 2011 | MICCAI | Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis. | Seyed-Ahmad Ahmadi, Maximilian Baust, Athanasios Karamalis, Annika Plate, Kai Boetzel, Tassilo Klein, Nassir Navab |
| 2007 | MICCAI | Fiducial-Free Registration Procedure for Navigated Bronchoscopy. | Tassilo Klein, Jrg Traub, Hubert Hautmann, Alireza Ahmadian, Nassir Navab |