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I see that currently http://papers.paperswithoutcode.com/ http://papers.paperswithoutcode.com/ lists 3 papers. I think the web interface needs more work. Now it
by segfaultbuserr 6y ago
I see that currently http://papers.paperswithoutcode.com/ http://papers.paperswithoutcode.com/ lists 3 papers. I think the web interface needs more work. Now it has only a general-purpose spreadsheet and difficult to read. It also takes forever to load.
For reference, they're:
* Automating Bayesian optimization with Bayesian optimization
> https://dl.acm.org/doi/10.5555/3327345.3327498 https://dl.acm.org/doi/10.5555/3327345.3327498
> Reason for submission: The original paper states: "Our code and data will be available online: https://github.com/gustavomalkomes/abo https://github.com/gustavomalkomes/abo."
However, the repository does not contain the code. I have tried to contact the first author, however, he did not respond.
> Reproduction: Weeks spent on reproduction
> Authors notified: Yes - less than a week ago
> Author response: Author has uploaded the code at: https://github.com/gustavomalkomes/abo https://github.com/gustavomalkomes/abo
> Resolved
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* A unified theory for the origin of grid cells through the lens of pattern formation
Paper name
> https://papers.nips.cc/paper/2019/hash/6e7d5d259be7bf56ed79029c4e621f44-Abstract.html https://papers.nips.cc/paper/2019/hash/6e7d5d259be7bf56ed790...
> Reason for submission: We tried to reproduce the paper (very simple setup - RNN receiving 2D velocity inputs) and successfully implemented the model such that the loss converged to the same levels as reported in the paper. However, we failed to find the same representations that the authors focused on in their paper. We asked the authors for their code and they uploaded their code (https://github.com/ganguli-lab/grid-pattern-formation https://github.com/ganguli-lab/grid-pattern-formation) but running their code under their own hyperparameters does not yield their results.
> Weeks spent on reproduction: 12
> Authors notified: Yes - more than 3 weeks ago
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* Iterative Learning with Open-set Noisy Labels
> https://arxiv.org/abs/1804.00092 https://arxiv.org/abs/1804.00092
> Reason for submission: I could not reproduce Yisen Wang's paper. I contacted a student at Michigan who compared to this work and said they could not reproduce it. The author was very dodgy in email exchanges. They used to have a github with code "coming soon" and deleted the github without code maybe a year later. I spent like a month trying to reproduce it.
> Weeks spent on reproduction: 4
> Authors notified: Yes - more than 3 weeks ago