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Learning Graph-Based Priors for Generalized Zero-Shot Learning

Oct 22, 2020
Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi

* Presented at AAAI 2020 Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA'20) 

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Contrastive Self-Supervised Learning for Commonsense Reasoning

May 02, 2020
Tassilo Klein, Moin Nabi

* To appear at ACL2020 

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Multimodal Self-Supervised Learning for Medical Image Analysis

Dec 11, 2019
Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi


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Pruning at a Glance: Global Neural Pruning for Model Compression

Dec 03, 2019
Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi

* Extended version of the ICASSP paper (https://ieeexplore.ieee.org/document/8683224

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

Nov 06, 2019
Tassilo Klein, Moin Nabi


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Attention Is (not) All You Need for Commonsense Reasoning

May 31, 2019
Tassilo Klein, Moin Nabi

* to appear at ACL 2019 

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

May 28, 2019
Oleksiy Ostapenko, Mihai Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi

* To appear at CVPR 2019 

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Budget-Aware Adapters for Multi-Domain Learning

May 15, 2019
Rodrigo Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci

* 14 pages 

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Low-Shot Learning from Imaginary 3D Model

Jan 04, 2019
Frederik Pahde, Mihai Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi

* To appear at WACV 2019. arXiv admin note: text overlap with arXiv:1811.09192 

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Self Paced Adversarial Training for Multimodal Few-shot Learning

Nov 22, 2018
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi

* To appear at WACV 2019 

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

Sep 12, 2018
Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi

* 10 pages, 7 figures 

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

Jun 14, 2018
Frederik Pahde, Patrick Jähnichen, Tassilo Klein, Moin Nabi

* CVPR 2018 Workshop on Fine-Grained Visual Categorization 

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Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality

Apr 04, 2018
Benjamin Gutierrez Becker, Tassilo Klein, Christian Wachinger

* Paper accepted in Neuroimage 

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Differentially Private Federated Learning: A Client Level Perspective

Mar 01, 2018
Robin C. Geyer, Tassilo Klein, Moin Nabi

* NIPS 2017 Workshop: Machine Learning on the Phone and other Consumer Devices 

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

May 29, 2017
Benjam√≠n Guti√©rrez, Lo√Įc Peter, Tassilo Klein, Christian Wachinger

* MICCAI 2017 Proceedings 

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DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy

Feb 27, 2017
Christian Wachinger, Martin Reuter, Tassilo Klein

* Accepted for publication in NeuroImage, special issue "Brain Segmentation and Parcellation", 2017 

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