Top all-time · #20333
Mike Swarbrick Jones
Personal blog · swarbrickjones.wordpress.comaiprogrammingdata
Mike Swarbrick Jones's personal blog at swarbrickjones.wordpress.com covers ai, programming and data. Since 2015, 3 different Hacker News readers have linked it 6 times, most often “Enhancing Images Using Deep Convolutional Generative Adversarial Networks”. The last post was in 2017, but the archive is still widely read.
Too few sampled comments (2) to say how often HN recommends it.?
Why HN links it
HN commenters link this blog's 2016 post on using DCGAN to fix blur in photos, and a commenter cites an earlier post on cosine similarity being invariant to rescaling of embedding columns.
Summarised by Claude from a sample of 2 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Most-linked posts?
- Enhancing Images Using Deep Convolutional Generative Adversarial Networks2 people · 2 mentions · first linked 2016-01-14
What Hacker News says?
Here's someone using DCGAN to fix blur: https://swarbrickjones.wordpress.com/2016/01/13/enhancing-im... I wonder if it would work for colorizing...
Comment linking /2016/01/13/enhancing-images-using-deep-convolutional-generative-adversarial-networks-dcgans/
on “Colorizing black and white photos with deep learning”Submitted Show HN: DeepRhyme (D-Prime) – Generating dope rhymes with machine learning as a story · 208 points
HN discussion> While cosine similarity is invariant under such rotations R, one of the key insights in this paper is that the first (but not the second) objective is also invariant to rescalings of the columns of A and B Ha interesting I wrote a blog post where I pointed this out a few years ago [1], and how we got around it for item-item similarity at an old job (essentially an implicit re-projection to original space as noted…
Comment linking /2016/11/24/note-on-an-item-item-recommender-system-using-matrix-factorisation/
on “Is Cosine-Similarity of Embeddings Really About Similarity?”Submitted Enhancing Images Using Deep Convolutional Generative Adversarial Networks as a story · 3 points
HN discussionSubmitted All 24-bit colours in one animation as a story · 2 points
HN discussionSubmitted Show HN: Animations containing every 24-bit RGB colour once as a story · 1 points
HN discussion