57 citations · 218 across the 37 of their papers we have counts for
9 papers · 1 filter
Assessing the Robustness of Visual Question Answering Models
Jia-Hong Huang, Modar Alfadly, Bernard Ghanem +1
Deep neural networks have been playing an essential role in the task of Visual Question Answering (VQA). Until recently, their accuracy has been the main focus of research. Now the…
4-Connected Shift Residual Networks
Andrew Brown, Pascal Mettes, Marcel Worring
The shift operation was recently introduced as an alternative to spatial convolutions. The operation moves subsets of activations horizontally and/or vertically. Spatial convolutio…
BERT for Evidence Retrieval and Claim Verification
Amir Soleimani, Christof Monz, Marcel Worring
Motivated by the promising performance of pre-trained language models, we investigate BERT in an evidence retrieval and claim verification pipeline for the FEVER fact extraction an…
HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities
Devanshu Arya, Stevan Rudinac, Marcel Worring
Multimodal datasets contain an enormous amount of relational information, which grows exponentially with the introduction of new modalities. Learning representations in such a scen…
Interactive Search and Exploration in Online Discussion Forums Using Multimodal Embeddings
Iva Gornishka, Stevan Rudinac, Marcel Worring
In this paper we present a novel interactive multimodal learning system, which facilitates search and exploration in large networks of social multimedia users. It allows the analys…
Multimodal Classification of Urban Micro-Events
Maarten Sukel, Stevan Rudinac, Marcel Worring
In this paper we seek methods to effectively detect urban micro-events. Urban micro-events are events which occur in cities, have limited geographical coverage and typically affect…