Tzeng, Eric
- Deep Domain Confusion: Maximizing for Domain Invariance
2014/12/10 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +7 · 197 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- DeCAF: A Deep Convolutional Activation Feature for Generic Visual\n Recognition
2013/10/05 by Jeff Donahue, Yangqing Jia, Donahue, Jeff +11 · 162 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 Discriminative Domain Adaptation
2017/02/17 by Eric Tzeng, Tzeng, Eric, Judy Hoffman +5 · 130 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- CyCADA: Cycle-Consistent Adversarial Domain Adaptation
2017/11/08 by Judy Hoffman, Hoffman, Judy, Eric Tzeng +13 · 55 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Large-scale Reinforcement Learning for Diffusion Models
2024/01/20 by Yinan Zhang, Zhang, Yinan, Eric Tzeng +5 · 18 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Simultaneous Deep Transfer Across Domains and Tasks
2015/10/08 by Eric Tzeng, Judy Hoffman, Tzeng, Eric +5 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning
- Learning a Unified Embedding for Visual Search at Pinterest
2019/08/05 by Andrew Zhai, Haoyu Wu, Zhai, Andrew +7 · 4 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
- Adapting Deep Visuomotor Representations with Weak Pairwise Constraints
2015/11/23 by Tzeng, Eric, Devin, Coline, Hoffman, Judy +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unsupervised Domain Adaptation through Self-Supervision
2019/09/26 by Sun, Yu, Tzeng, Eric, Darrell, Trevor +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Human Curation and Convnets: Powering Item-to-Item Recommendations on Pinterest
2015/11/12 by Kislyuk, Dmitry, Liu, Yuchen, Liu, David +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection
2018/12/03 by Eric Tzeng, Kaylee Burns, Tzeng, Eric +5 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Toward Transformer-Based Object Detection
2020/12/17 by Beal, Josh, Kim, Eric, Tzeng, Eric +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Visual Discovery at Pinterest
2017/02/15 by Andrew Zhai, Dmitry Kislyuk, Zhai, Andrew +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