Search Results for author: Dendi Suhubdy

Found 4 papers, 1 papers with code

ChatPainter: Improving Text to Image Generation using Dialogue

no code implementations22 Feb 2018 Shikhar Sharma, Dendi Suhubdy, Vincent Michalski, Samira Ebrahimi Kahou, Yoshua Bengio

Synthesizing realistic images from text descriptions on a dataset like Microsoft Common Objects in Context (MS COCO), where each image can contain several objects, is a challenging task.

Ranked #25 on Text-to-Image Generation on COCO (Inception score metric)

Fraternal Dropout

1 code implementation ICLR 2018 Konrad Zolna, Devansh Arpit, Dendi Suhubdy, Yoshua Bengio

We show that our regularization term is upper bounded by the expectation-linear dropout objective which has been shown to address the gap due to the difference between the train and inference phases of dropout.

Image Captioning Language Modelling

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