We believe that there exist classic deep learning papers which are worth reading regardless of their application domain. Rather than providing overwhelming amount of papers, We would like to provide a curated list of the awesome deep learning papers which are considered as must-reads in certain research domains. Before this list, there exist other awesome deep learning lists, for example, Deep Vision and Awesome Recurrent Neural Networks. Also, after this list comes out, another awesome list for deep learning beginners. Although the Roadmap List includes lots of important deep learning papers, it feels overwhelming for me to read them all.

I believe that there exist classic deep learning papers which are worth reading regardless of their application areas. Rather than providing overwhelming amount of papers, I would like to provide a curated list of the classic deep learning papers which can be considered as must-reads in some research areas. Please read the contributing guide before you make a pull request. Distinguished deep learning researchers who have published 3 ( 6) papers on the awesome list (The papers in Hardware / Software, Papers Worth Reading, Classic Papers sections are excluded in counting.) Thank you for all your contributions.

I believe that there exist classic deep learning papers which are worth reading regardless of their applications. Rather than providing overwhelming amount of papers, I would like to provide a curated list of the classic deep learning papers which can be considered as must-reads in some area. Please read the contributing guide before you make a pull request. Distinguished deep learning researchers who have published 3 ( 6) papers which are on the awesome list (The papers in Hardware / Software, Papers Worth Reading, Classic Papers sections are excluded in counting.) Thank you for all your contributions.

I believe that there exist classic deep learning papers which are worth reading regardless of their applications. Rather than providing overwhelming amount of papers, I would like to provide a curated list of the classic deep learning papers which can be considered as must-reads in some area. Please read the contributing guide before you make a pull request. Thank you for all your contributions. Please make sure to read the contributing guide before you make a pull request.

I believe that there exist classic deep learning papers which are worth reading regardless of their applications. Rather than providing overwhelming amount of papers, I would like to provide a curated list of the classic deep learning papers which can be considered as must-reads in some area. Please read the contributing guide before you make a pull request. Thank you for all your contributions. Please make sure to read the contributing guide before you make a pull request.

I believe that there exist classic deep learning papers which are worth reading regardless of their applications. Rather than providing overwhelming amount of papers, I would like to provide a curated list of the classic deep learning papers which can be considered as must-reads in some area. This criteria is not a strict baseline, but a flexible guideline for being added to the awesome list. Please add important papers to the awesome list as well as delete some papers if they are considered as out-of-date. I may have made mistake in the list (e.g.