Eddy Ilg
Publications by Year
Research Areas
Advanced Vision and Imaging, 3D Shape Modeling and Analysis, Advanced Image Processing Techniques, Advanced Neural Network Applications, Computer Graphics and Visualization Techniques
Most-Cited Works
- → FlowNet: Learning Optical Flow with Convolutional Networks(2015)4,137 cited
- → FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks(2017)3,273 cited
- → DeMoN: Depth and Motion Network for Learning Monocular Stereo(2017)752 cited
- → Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow(2018)205 cited
- → Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation(2018)198 cited
- → What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?(2018)191 cited
- → Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction(2019)189 cited
- → Lucid Data Dreaming for Video Object Segmentation(2019)124 cited
- Lucid Data Dreaming for Object Tracking(2017)