Jeff Donahue

Publications by Year

Research Areas

Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis

Most-Cited Works

• → Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation(2014)31,352 cited
• → Caffe(2014)11,150 cited
• → Long-term recurrent convolutional networks for visual recognition and description(2015)5,222 cited
• → Caffe: Convolutional Architecture for Fast Feature Embedding(2014)4,292 cited
• → DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition(2013)3,560 cited
• → Region-Based Convolutional Networks for Accurate Object Detection and Segmentation(2015)2,863 cited
• → Large Scale GAN Training for High Fidelity Natural Image Synthesis(2018)2,423 cited