Sotabase

Career

· Professor, Technische Universität Darmstadt2023–
· Research Scientist, Facebook AI2017–2023

Publications (129)

Long-term recurrent convolutional networks for visual recognition and description
Computer Vision and Pattern Recognition · 2014
6,307
cited
Memory Aware Synapses: Learning what (not) to forget
European Conference on Computer Vision · 2017
1,902
cited
Towards VQA Models That Can Read
Computer Vision and Pattern Recognition · 2019
1,756
cited
Efficient Lifelong Learning with A-GEM
International Conference on Learning Representations · 2018
1,662
cited
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
Conference on Empirical Methods in Natural Language Processing · 2016
1,550
cited
Sequence to Sequence -- Video to Text
IEEE International Conference on Computer Vision · 2015
1,472
cited
Decoupling Representation and Classifier for Long-Tailed Recognition
International Conference on Learning Representations · 2019
1,421
cited
Neural Module Networks
Computer Vision and Pattern Recognition · 2015
1,143
cited
Translating Videos to Natural Language Using Deep Recurrent Neural Networks
North American Chapter of the Association for Computational Linguistics · 2014
979
cited
FLAVA: A Foundational Language And Vision Alignment Model
Computer Vision and Pattern Recognition · 2021
878
cited
On Tiny Episodic Memories in Continual Learning
2019
787
cited
Generating Visual Explanations
European Conference on Computer Vision · 2016
647
cited
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution
IEEE International Conference on Computer Vision · 2019
639
cited
Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images
IEEE International Conference on Computer Vision · 2015
632
cited
A database for fine grained activity detection of cooking activities
2012 IEEE Conference on Computer Vision and Pattern Recognition · 2012
625
cited
Learning to Reason: End-to-End Module Networks for Visual Question Answering
IEEE International Conference on Computer Vision · 2017
597
cited
Learning to Compose Neural Networks for Question Answering
North American Chapter of the Association for Computational Linguistics · 2016
578
cited
Natural Language Object Retrieval
Computer Vision and Pattern Recognition · 2015
570
cited
A dataset for Movie Description
Computer Vision and Pattern Recognition · 2015
540
cited
Grounding Action Descriptions in Videos
Transactions of the Association for Computational Linguistics · 2013
531
cited
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Marcus Rohrbach | Researcher Profile | Sotabase | Sotabase