pumpikano
commented
6 years ago The only synthetic dataset used in this repo is MNIST-M and the that dataset is built by create_mnistm.py. The authors of that paper have used my code to generate MNIST-M, with some small modifications: https://github.com/haeusser/learning_by_association/blob/master/semisup/tools/data_util/create_mnistm.py
Since you say you don't mean MNIST-M, are you talking about the Synth → SVHN experiment from that paper? On page 4, the authors say that they obtained the Synthetic Digits dataset from the authors of [9]. I am not an author of that paper, so perhaps you should reach out to them to access that dataset.
engharat
MLEnthusiast
Hi, I'm trying to reproduce some DA results using the synthetic digits dataset (not mnist-M one). According to this paper: https://vision.in.tum.de/_media/spezial/bib/haeusser_iccv_17.pdf the synthetic digits -> MNIST experiment run on a synthetic digits dataset provided by you. The same dataset seems to be used by you in your "Domain-Adversarial Training of Neural Networks" work, and this synth dataset is mentioned in this github repo README: "The MNIST-DANN.ipynb recreates the MNIST experiment from the papers on a synthetic dataset" But it seems I cannot find proper code for generating it or download it ( I would like to get the very same dataset for fair comparison). I thank you in advance!