Alexander G. Schwing
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Vision and Imaging
Most-Cited Works
- → Semantic Image Inpainting with Deep Generative Models(2017)1,217 cited
- → Efficient Deep Learning for Stereo Matching(2016)798 cited
- → XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model(2022)329 cited
- → VideoMatch: Matching Based Video Object Segmentation(2018)288 cited
- → Fully Connected Deep Structured Networks(2015)260 cited
- → Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection(2020)217 cited
- → Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis(2020)215 cited
- → Learning to segment under various forms of weak supervision(2015)198 cited
- → Dynamic Bayesian Networks for Student Modeling(2017)191 cited
- → Per-Pixel Classification is Not All You Need for Semantic Segmentation(2021)167 cited