Alexey Dosovitskiy
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Vision and Imaging, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale(2020)21,334 cited
- → FlowNet: Learning Optical Flow with Convolutional Networks(2015)4,136 cited
- → FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks(2017)3,273 cited
- → Striving for Simplicity: The All Convolutional Net(2014)2,592 cited
- → MLP-Mixer: An all-MLP Architecture for Vision(2021)1,444 cited
- → Learning agile and dynamic motor skills for legged robots(2019)1,363 cited
- → End-to-end driving via conditional imitation learning1,044 cited
- → Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs(2017)790 cited
- → DeMoN: Depth and Motion Network for Learning Monocular Stereo(2017)752 cited
- → Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks(2015)748 cited