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Supporting Clarity in Machine Learning.
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distillpub Jul 9
Feature-wise transformations - A new Distill article by , Ethan Perez, , Florian Strub, , Aaron Courville, Yoshua Bengio
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distillpub May 29
Replying to @NospmasD
(Just to clarify, is an independent academic journal, although we're grateful for the support of many industry and academic research groups.)
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Chris Olah May 18
It always bugged me that we didn't make this diagram in the feature visualization appendix clickable. Well, now it is: I expect very few people will notice, but it's satisfying for things to be "right".
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Ludwig Schubert May 18
At we're super serious about easy reproducibility. This serious. ;-)
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distillpub May 16
Why we're asking: we want examples of papers to aspire towards on different dimensions for the new Distill review process.
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distillpub May 16
Replying to @agharashyam
Do you mean this paper? What aspects of it strike you as extraordinary?
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distillpub May 16
Replying to @denzil_correa
Do you have specific examples of papers that do a great job of this? We're especially interested in examples that our authors could aspire towards.
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distillpub May 16
What are examples of papers that do something extraordinary in an aspect of paper writing that’s normally secondary? What does it even look to really blow out of the water... * reviewing related work? * facilitating reproduction? * diagrams? * writing style? * etc
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distillpub May 15
and Distill? We may have a style guide at some point that could be cited.
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distillpub May 15
We're redesigning the Distill peer review process and would love community comments on our draft reviewer worksheet:
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distillpub May 15
The Distill Template and source for all articles is open source: Those equations are aligned divs with latex in some and text in others.
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Arvind Satyanarayan May 2
As an HCI researcher, I'm heartened by & advocating for more human-centric perspectives in ML research. I'm excited to help make the premier venue for publishing these ideas and anticipate benefits to articulating them within an interactive medium
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distillpub May 2
We're really excited that has accepted a position as a Distill editor! Arvind, who is about to start as a professor at MIT CSAIL, will have a special focus on articles at the intersection of ML & HCI.
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distillpub Apr 30
Full rubric for this section (super early draft; questions may be dropped or greatly changed)
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distillpub Apr 30
Distill is presently working on a more standardized review process and part of it is relevant to this. We'll have a wider call for feedback on our new review guidelines in a week or so, but thoughts on this part are very welcome!
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Stamen Design Mar 6
Everybody stop what you're doing and check out this amazing about and of by our friend
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Jeffrey Heer Mar 6
Exploring the design space of interface techniques for probing neural networks!
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Chris Olah Mar 6
Really excited about how our new paper makes engagement into a more continuous spectrum: Reading <-> Interactive Diagrams <-> In-browser Notebooks <-> New Experiments The paper becomes a medium for thought and reproduction.
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Károly Zsolnai-Fehér Mar 6
Building Blocks of AI Interpretability - An exclusive look at an amazing new paper from the Google AI Lab -
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Google Open Source Mar 6
How do neural networks do what they do? Today we're open sourcing Lucid, a neural network visualization library building on the work of DeepDream, along with Jupyter notebooks so you can easily reproduce and adapt the visualizations in the article.
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