503 citations · 1.3k across the 34 of their papers we have counts for
7 papers · 1 filter
Long-Term Image Boundary Prediction
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele +1
Boundary estimation in images and videos has been a very active topic of research, and organizing visual information into boundaries and segments is believed to be a corner stone o…
Tutorial on Answering Questions about Images with Deep Learning
Mateusz Malinowski, Mario Fritz
Together with the development of more accurate methods in Computer Vision and Natural Language Understanding, holistic architectures that answer on questions about the content of r…
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task
Ashkan Mokarian, Mateusz Malinowski, Mario Fritz
We present Mean Box Pooling, a novel visual representation that pools over CNN representations of a large number, highly overlapping object proposals. We show that such representat…
Spatio-Temporal Image Boundary Extrapolation
Apratim Bhattacharyya, Mateusz Malinowski, Mario Fritz
Boundary prediction in images as well as video has been a very active topic of research and organizing visual information into boundaries and segments is believed to be a corner st…
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering
Mateusz Malinowski, Marcus Rohrbach, Mario Fritz
We address a question answering task on real-world images that is set up as a Visual Turing Test. By combining latest advances in image representation and natural language processi…
Multi-Cue Zero-Shot Learning with Strong Supervision
Zeynep Akata, Mateusz Malinowski, Mario Fritz +1
Scaling up visual category recognition to large numbers of classes remains challenging. A promising research direction is zero-shot learning, which does not require any training da…
Contextual Media Retrieval Using Natural Language Queries
Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling +1
The widespread integration of cameras in hand-held and head-worn devices as well as the ability to share content online enables a large and diverse visual capture of the world that…