Issue 10-11/2020
Special Issue on Generative Adversarial Networks for Computer Vision
Content (22 Articles)
Guest Editorial: Generative Adversarial Networks for Computer Vision
Jun-Yan Zhu, Hongsheng Li, Eli Shechtman, Ming-Yu Liu, Jan Kautz, Antonio Torralba
Discriminative Region Proposal Adversarial Network for High-Quality Image-to-Image Translation
Chao Wang, Wenjie Niu, Yufeng Jiang, Haiyong Zheng, Zhibin Yu, Zhaorui Gu, Bing Zheng
Handwritten Mathematical Expression Recognition via Paired Adversarial Learning
Jin-Wen Wu, Fei Yin, Yan-Ming Zhang, Xu-Yao Zhang, Cheng-Lin Liu
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations
Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Singh, Ming-Hsuan Yang
Discriminator Feature-Based Inference by Recycling the Discriminator of GANs
Duhyeon Bang, Seoungyoon Kang, Hyunjung Shim
MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Peer-Timo Bremer
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation
Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vazquez, Derek Nowrouzezahrai, Aaron Courville
Adversarial Confidence Learning for Medical Image Segmentation and Synthesis
Dong Nie, Dinggang Shen
Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks
Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation
Stylianos Moschoglou, Stylianos Ploumpis, Mihalis A. Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou
High-Quality Video Generation from Static Structural Annotations
Lu Sheng, Junting Pan, Jiaming Guo, Jing Shao, Chen Change Loy
Compositional GAN: Learning Image-Conditional Binary Composition
Samaneh Azadi, Deepak Pathak, Sayna Ebrahimi, Trevor Darrell
Train Sparsely, Generate Densely: Memory-Efficient Unsupervised Training of High-Resolution Temporal GAN
Masaki Saito, Shunta Saito, Masanori Koyama, Sosuke Kobayashi
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation
Ke Li, Shichong Peng, Tianhao Zhang, Jitendra Malik
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters
Evangelos Ververas, Stefanos Zafeiriou
Inferring 3D Shapes from Image Collections Using Adversarial Networks
Matheus Gadelha, Aartika Rai, Subhransu Maji, Rui Wang
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-Based Image Retrieval
Anjan Dutta, Zeynep Akata
GADE: A Generative Adversarial Approach to Density Estimation and its Applications
M. Ehsan Abbasnejad, Javen Shi, Anton van den Hengel, Lingqiao Liu