- Zero-Shot Learning with Semantic Output Codes (2009), Palatucci, Mark, et al. [pdf]
- Zero-Shot Learning by Convex Combination of Semantic Embeddings (2013), Norouzi, Mohammad, et al. [pdf] [code]
- Zero-Shot Learning Through Cross-Modal Transfers (2013), Socher, Richard, et al. [pdf] [code]
- DeViSE: A Deep Visual-Semantic Embedding Model (2013), Frome, Andrea, et al. [pdf]
- Improving zero-shot learning by mitigating the hubness problem (2014), Dinu, Georgiana, Angeliki Lazaridou, and Marco Baroni. [pdf] [code]
- An embarrassingly simple approach to zero-shot learning (2015), Romera-Paredes, Bernardino, and Philip Torr. [pdf] [code]
- Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning (2015), Lazaridou, Angeliki, Georgiana Dinu, and Marco Baroni. [pdf]
- Zero-Shot Learning via Semantic Similarity Embedding (2015), Zhang, Ziming, and Venkatesh Saligrama. [pdf] [code]
- Synthesized Classifiers for Zero-Shot Learning (2016), Changpinyo, Soravit, et al. [pdf]
- Knowledge Distillation for Bilingual Dictionary Induction (2017), Nakashole, Ndapandula, and Raphael Flauger.[pdf]
- Recent Advances in Zero-shot Recognition (2017), Fu, Yanwei, et al.[pdf]
- Zero-Shot Learning - The Good, the Bad and the Ugly (2017), Xian, Yongqin, Bernt Schiele, and Zeynep Akata.[pdf]
- Zero-Shot Visual Recognition via Bidirectional Latent Embedding (2017) Wang, Qian, and Ke Chen. [pdf] [code]
- https://github.com/pujols/zero-shot-learning
- https://people.cs.umass.edu/~sladha/files/cs772_poster.pdf
- https://github.com/pujols/zero-shot-learning
- Generative Adversarial Nets (NIPS 2014), Goodfellow, Ian, et al. [paper]
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks (ICLR 2016), Radford, Alec, Luke Metz, and Soumith Chintala. [paper] [code]
- Improved Techniques for Training GANs (NIPS 2016), Salimans, Tim, et al. [paper]
- Generative Adversarial Text to Image Synthesis (ICML 2016), Reed, Scott, et al. [paper] [code]
- Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (ICCV 2017), Zhu, Jun-Yan, et al. [website]
- Toward Multimodal Image-to-Image Translation (NIPS 2017), Zhu, Jun-Yan, et al. [website]
- Image-to-Image Translation with Conditional Adversarial Nets (CVPR 2017), Isola, Phillip, et al. [website]
- Udacity Videos(Ian Goodfellow): https://www.nodalpoint.com/gans-udacity/
- https://github.com/wiseodd/generative-models
- https://sthalles.github.io/