Richard S. Zemel
Amazon (United States)(US)Columbia University(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Topic Modeling, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications
Most-Cited Works
- → Prototypical Networks for Few-shot Learning(2017)5,184 cited
- → Fairness through awareness(2012)3,278 cited
- Siamese Neural Networks for One-shot Image Recognition(2015)
- Advances in Neural Information Processing Systems 5(1993)
- → Show, Attend and Tell: Neural Image Caption Generation with Visual\n Attention(2015)1,754 cited
- → Shortcut learning in deep neural networks(2020)1,649 cited
- → Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models(2014)1,320 cited
- → The Helmholtz Machine(1995)1,206 cited