Jeff Donahue
- Large Scale GAN Training for High Fidelity Natural Image Synthesis
2018/09/28 by Andrew Brock, Jeff Donahue, Brock, Andrew +3 · 3 voices · 404 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.LG #stat.ML
- Flamingo: a Visual Language Model for Few-Shot Learning
2022/04/29 by Alayrac, Jean-Baptiste, Jeff Donahue, Pauline Luc +50 · 630 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Caffe: Convolutional Architecture for Fast Feature Embedding
2014/06/20 by Yangqing Jia, Jia, Yangqing, Evan Shelhamer +13 · 402 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Video Surveillance and Tracking Methods
- Rich feature hierarchies for accurate object detection and semantic\n segmentation
2013/11/11 by Ross Girshick, Girshick, Ross, Jeff Donahue +5 · 214 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- DeCAF: A Deep Convolutional Activation Feature for Generic Visual\n Recognition
2013/10/05 by Jeff Donahue, Donahue, Jeff, Yangqing Jia +11 · 169 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Adversarial Feature Learning
2016/05/31 by Jeff Donahue, Philipp Krähenbühl, Donahue, Jeff +3 · 129 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Topic Modeling
- Visual Search at Pinterest
2015/05/28 by Yushi Jing, David Liu, Jing, Yushi +11 · 2 voices · 1 citation
#cs.CV
- Long-term Recurrent Convolutional Networks for Visual Recognition and Description
2014/11/17 by Jeff Donahue, Lisa Anne Hendricks, Donahue, Jeff +11 · 32 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Sequence to Sequence -- Video to Text
2015/05/03 by Subhashini Venugopalan, Marcus Rohrbach, Venugopalan, Subhashini +9 · 46 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
- Population Based Training of Neural Networks
2017/11/27 by Max Jaderberg, Valentin Dalibard, Jaderberg, Max +21 · 27 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- Generating Visual Explanations
2016/03/28 by Lisa Anne Hendricks, Zeynep Akata, Hendricks, Lisa Anne +9 · 24 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- High Fidelity Speech Synthesis with Adversarial Networks
2019/09/25 by Mikołaj Bińkowski, Jeff Donahue, Bińkowski, Mikołaj +13 · 13 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Adversarial Video Generation on Complex Datasets
2019/07/15 by Aidan Clark, Jeff Donahue, Clark, Aidan +3 · 16 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
- Large Scale Adversarial Representation Learning
2019/07/04 by Jeff Donahue, Karen Simonyan, Donahue, Jeff +1 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- LOGAN: Latent Optimisation for Generative Adversarial Networks
2019/12/02 by Yan Wu, Jeff Donahue, Wu, Yan +7 · 1 voice
#cs.LG #stat.ML
- Visual Discovery at Pinterest
2017/02/15 by Andrew Zhai, Zhai, Andrew, Dmitry Kislyuk +13 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection