Zero-shot CVPR 2019

CVPR 2019

• CADA-VAE: Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata. “Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders.” CVPR (2019). [pdf] [code]
• GDAN: He Huang, Changhu Wang, Philip S. Yu, Chang-Dong Wang. “Generative Dual Adversarial Network for Generalized Zero-shot Learning.” CVPR (2019). [pdf] [code]
• DeML: Binghui Chen, Weihong Deng. “Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval.” CVPR (2019). [pdf] [code]
• Gzsl-VSE: Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama. “Generalized Zero-Shot Recognition based on Visually Semantic Embedding.” CVPR (2019). [pdf]
• LisGAN: Jingjing Li, Mengmeng Jin, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang. “Leveraging the Invariant Side of Generative Zero-Shot Learning.” CVPR (2019). [pdf] [code]
• DGP: Michael Kampffmeyer, Yinbo Chen, Xiaodan Liang, Hao Wang, Yujia Zhang, Eric P. Xing. “Rethinking Knowledge Graph Propagation for Zero-Shot Learning.” CVPR (2019). [pdf] [code]
• DAZL: Yuval Atzmon, Gal Chechik. “Domain-Aware Generalized Zero-Shot Learning.” CVPR (2019). [pdf]
• PrEN: Meng Ye, Yuhong Guo. “Progressive Ensemble Networks for Zero-Shot Recognition.” CVPR (2019). [pdf]
• Tristan Hascoet, Yasuo Ariki, Tetsuya Takiguchi. “On Zero-Shot Learning of generic objects.” CVPR (2019). [pdf] [code]
• SABR-T: Akanksha Paul, Naraynan C Krishnan, Prateek Munjal. “Semantically Aligned Bias Reducing Zero Shot Learning.” CVPR (2019). [pdf]
• AREN: Guo-Sen Xie, Li Liu, Xiaobo Jin, Fan Zhu, Zheng Zhang, Jie Qin, Yazhou Yao, Ling Shao. “Attentive Region Embedding Network for Zero-shot Learning.” CVPR (2019). [pdf] [code]
• Zhengming Ding, Hongfu Liu. “Marginalized Latent Semantic Encoder for Zero-Shot Learning.” CVPR (2019). [pdf]
• PQZSL: Jin Li, Xuguang Lan, Yang Liu, Le Wang, Nanning Zheng. “Compressing Unknown Classes with Product Quantizer for Efficient Zero-Shot Classification.” CVPR (2019). [pdf]
• Mert Bulent Sariyildiz, Ramazan Gokberk Cinbis. “Gradient Matching Generative Networks for Zero-Shot Learning.” CVPR (2019). [pdf]
• Bin Tong, Chao Wang, Martin Klinkigt, Yoshiyuki Kobayashi, Yuuichi Nonaka. “Hierarchical Disentanglement of Discriminative Latent Features for Zero-shot Learning.” CVPR (2019). [pdf]