Marcus Rohrbach
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Human Pose and Action Recognition, Advanced Image and Video Retrieval Techniques, Topic Modeling
Most-Cited Works
- → Long-term recurrent convolutional networks for visual recognition and description(2015)5,222 cited
- → Sequence to Sequence -- Video to Text(2015)1,394 cited
- → Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding(2016)1,387 cited
- → Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution(2019)672 cited
- → Efficient Lifelong Learning with A-GEM(2018)576 cited
- → Natural Language Object Retrieval(2016)574 cited
- → Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images(2015)543 cited
- → Graph-Based Global Reasoning Networks(2019)540 cited