Search Results for author: Pingbo Pan

Found 4 papers, 2 papers with code

Continual Deep Learning by Functional Regularisation of Memorable Past

1 code implementation NeurIPS 2020 Pingbo Pan, Siddharth Swaroop, Alexander Immer, Runa Eschenhagen, Richard E. Turner, Mohammad Emtiyaz Khan

Continually learning new skills is important for intelligent systems, yet standard deep learning methods suffer from catastrophic forgetting of the past.

DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis

4 code implementations CVPR 2019 Minfeng Zhu, Pingbo Pan, Wei Chen, Yi Yang

If the initial image is not well initialized, the following processes can hardly refine the image to a satisfactory quality.

Ranked #3 on Text-to-Image Generation on COCO (SOA-C metric)

Text-to-Image Generation

Learning Discriminators as Energy Networks in Adversarial Learning

no code implementations ICLR 2019 Pingbo Pan, Yan Yan, Tianbao Yang, Yi Yang

In this work, we propose to refine the predictions of structured prediction models by effectively integrating discriminative models into the prediction.

Multi-Label Classification Semantic Segmentation +1

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