An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, +9

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningImage RetrievalMultimodal Llm +19

FlowNet: Learning Optical Flow with Convolutional Networks

Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, +6

Generic ArchitectureConvolutional Neural NetworkEngineeringMachine LearningVideo Interpretation +14

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Eddy Ilg, N. Michael Mayer, Tonmoy Saikia, +3

EngineeringMachine LearningVideo ProcessingOptical FlowImage Sequence Analysis +15

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox, +1

arXiv (Cornell University)

Image ClassificationConvolutional Neural NetworkMachine VisionMachine LearningData Science +13

MLP-Mixer: An all-MLP Architecture for Vision

Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, +9

arXiv (Cornell University)

Event CameraConvolutional Neural NetworkEngineeringMachine LearningImage Classification +17

Learning agile and dynamic motor skills for legged robots

Jemin Hwangbo, Joonho Lee, Alexey Dosovitskiy, +4

Science Robotics

Artificial IntelligenceMotor LearningEngineeringField RoboticsMotor Control +17

End-to-end driving via conditional imitation learning

Felipe Codevilla, Antonio M. López, Vladlen Koltun, +1

Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)

Artificial IntelligenceImitation LearningEngineeringMachine LearningDeep Reinforcement Learning +13

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs

Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox

Engineering3D ModelingComputer-aided Design3D Computer VisionImage Analysis +18

DeMoN: Depth and Motion Network for Learning Monocular Stereo

Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, +4

Training LossLearning Monocular StereoMachine VisionImage AnalysisMachine Learning +13

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Image ClassificationConvolutional Neural NetworkMachine VisionMachine LearningData Science +13