- InstaGAN: Instance-aware Image-to-Image Translation. [Paper] [Summary]
- Sangwoo Mo, Minsu Cho, Jinwoo Shin. ICLR 2019
- Learning Disentangled Joint Continuous and Discrete Representations. [Paper] [Summary]
- Emilien Dupont. NIPS 2018
- Disentangling by Factorising. [Paper] [Summary]
- Hyunjik Kim, Andriy Mnih. ICML 2018
- DeepLab Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs. [Paper] [Summary]
- Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille. IEEE Transactions on Pattern Analysis and Machine Intelligence 2018
- Video-to-Video Synthesis. [Paper] [Summary]
- Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro. NeurIPS 2018
- High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs. [Paper] [Summary]
- Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, Bryan Catanzaro. CVPR 2018
- beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework. [Paper] [Summary]
- Irina Higgins, Loic Matthey, Arka Pal, Christopher Burgess, Xavier Glorot, Matthew Botvinick, Shakir Mohamed, Alexander Lerchner. ICLR 2017
- Visual Dialog. [Paper] [Summary]
- Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra. CVPR 2017
- InfoVAE: Information Maximizing Variational Autoencoders. [Paper] [Summary]
- Shengjia Zhao, Jiaming Song, Stefano Ermon. arXiv 2017
- Rethinking Atrous Convolution for Semantic Image Segmentation. [Paper] [Summary]
- Liang-Chieh Chen, George Papandreou, Florian Schroff, Hartwig Adam. arXiv 2017
- Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. [Paper] [Summary]
- Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros. ICCV 2017
- Image-to-Image Translation with Conditional Adversarial Networks. [Paper] [Summary]
- Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros. CVPR 2017
- Least Squares Generative Adversarial Networks. [Paper] [Summary]
- Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang, Stephen Paul Smolley. ICCV 2017