Hacker News
- Why does unsupervised deep learning work? https://arxiv.org/abs/1412.6621 9 comments
- Deep reinforcement learning doesn't work yet https://www.alexirpan.com/2018/02/14/rl-hard.html 50 comments
- Deep Reinforcement Learning Doesn't Work (yet) https://www.alexirpan.com/2018/02/14/rl-hard.html 2 comments
- Why deep learning works even though it shouldn’t https://moultano.wordpress.com/2020/10/18/why-deep-learning-works-even-though-it-shouldnt/ 142 comments
- The Four Painters: A Video Work Created with Deep Learning http://odoruinu.net/blog/2015/12/23/the-four-painters-a-video-work-created-with-deep-learning/ 18 comments
- Why Deep Learning Works II: the Renormalization Group https://charlesmartin14.wordpress.com/2015/04/01/why-deep-learning-works-ii-the-renormalization-group/ 33 comments
- Show HN: Fly through 170,000 works of art organized by Deep Learning https://polygrid.com/ 4 comments
- The Importance of Deep Work and the 30-Hour Method for Learning a New Skill https://azeria-labs.com/the-importance-of-deep-work-the-30-hour-method-for-learning-a-new-skill/ 197 comments
Lobsters
- Why Deep Learning Works Even Though It Shouldn’t https://moultano.wordpress.com/2020/10/18/why-deep-learning-works-even-though-it-shouldnt/ 9 comments ai , math
- The Importance of Deep Work & The 30-Hour Method for Learning a New Skill https://azeria-labs.com/the-importance-of-deep-work-the-30-hour-method-for-learning-a-new-skill/ 3 comments education
- Theoretical physicists working with Microsoft have published a pre-print research paper describing the universe as a deep-learning algorithm that is constantly observing and changing its own laws. https://arxiv.org/pdf/2104.03902.pdf 56 comments science
- [BLOG] Deep Reinforcement Learning Works - Now What? https://tesslerc.github.io/posts/drl_works_now_what/ 19 comments reinforcementlearning
- Building a deep learning station for work. Anything I should change? https://ca.pcpartpicker.com/list/JHwGw6 6 comments deeplearning
- Understanding why Deep Learning works from Goodfellow's book https://www.deeplearningbook.org/ 4 comments deeplearning
- [D] "Deep learning is the only thing that currently works at scale" https://www.youtube.com/watch?v=p-OYPRhqRCg 112 comments machinelearning
- Sharing some deep learning tools that I have been working on! https://deque.app/ 7 comments deeplearning
- Why Deep Learning Works Even Though It Shouldn't https://moultano.wordpress.com/2020/10/18/why-deep-learning-works-even-though-it-shouldnt/ 9 comments programming
- Deep Reinforcement Learning Doesn't Work Yet (Feb 2018) https://www.alexirpan.com/2018/02/14/rl-hard.html 3 comments reinforcementlearning
- Deep Learning works when recognizing 20,000 object categories - Google/Stanford http://research.google.com/pubs/pub38115.html 15 comments artificial
- is anyone interested in working on a machine learning or deep learning project None 2 comments learnmachinelearning
- Animated: Ethereum Name Service Deep Dive! Learn how it works https://www.youtube.com/watch?v=6LXc5yxGYpQ 24 comments ethereum
- Why is deep learning regarded as black-box? Why do people continue to insist that we don't know how it works or why it does what it does? https://arxiv.org/pdf/2108.07258.pdf 14 comments artificial
- You can now download the source code that sparked the AI boom | CHM releases code for 2012 AlexNet breakthrough that proved "deep learning" could work. https://arstechnica.com/ai/2025/03/you-can-now-download-the-source-code-that-sparked-the-ai-boom/ 7 comments technews
- Anyone want to team up and work on a Deep Learning Crate for Rust similar to Keras? https://keras.io 45 comments rust
- Deep learning system DeepCoder searches a corpus of code to build a project that works to spec https://techcrunch.com/2017/02/23/deepcoder-builds-programs-using-code-it-finds-lying-around/ 9 comments technology
- How 'deep learning' works is still a mystery, Microsoft Research head said http://www.fiercecio.com/story/how-deep-learning-works-still-mystery-microsoft-research-head-said/2015-10-02 4 comments artificial
- [x-post from /r/datascience] Working through Andrew Ng's deep learning courses. Here are my lecture notes from week 2! (Mathy notes on vectorized logistic regression). http://joshlawman.com/deeplearning-ai-course-1-week-2-notes-logistic-regression-theory-and-implementation/ 3 comments learnmachinelearning
- Deep Reinforcement Learning Doesn't Work Yet. Posted in 2018. Six years later, how much have things changed and what remained the same in your opinion? https://www.alexirpan.com/2018/02/14/rl-hard.html 24 comments reinforcementlearning
- Engineers working on “analog deep learning” have found a way to propel protons through solids at unprecedented speeds. [MIT] https://news.mit.edu/2022/analog-deep-learning-ai-computing-0728 9 comments artificial
- Would you be interested in a deep learning online course focused on theory and turning research papers into real, working code? [Copy of previous post] https://www.reddit.com/r/learnprogramming/comments/6w7l7n/would_you_be_interested_in_a_deep_learning_online/ 7 comments learnprogramming
- [OC] A side project I’ve been working on : using deep learning to generate play-by-play labels for NBA footage http://stats.nba.com/ 102 comments nba
- The Brain vs. Deep Learning vs. Singularity: How the brain works and how most predictions of human-level intelligent AI are wrong (2015) http://timdettmers.com/2015/07/27/brain-vs-deep-learning-singularity/ 52 comments programming
- DeepMind is developing one algorithm to rule them all - A deep learning model that can learn how to emulate any algorithm, generating an algorithm-equivalent model that can work with real-world data. https://venturebeat.com/2021/10/12/deepmind-is-developing-one-algorithm-to-rule-them-all/ 23 comments futurology
- Using data from mass spectrometer fed into a deep learning network, researchers find evidence of forgery from ink used to pen works attributed to Robert Burns. https://www.nature.com/articles/s41598-018-28810-2 3 comments science
- For Chimpanzees like myself: I wrote an essay explaining all aspects of how self-driving cars work, including a dive into deep learning, computer vision and other technologies. https://medium.com/@mngrwl/everything-about-self-driving-cars-explained-for-non-engineers-f73997dcb60c 108 comments programming
- Next digiKam 8.0.0: Image Quality Sorting algorithm gain a new parser powered with deep learning to identify aesthetic photos. This work come from a student project working with us during Google Summer of Code 2022. See the student blog for technical details: https://phuockhanhle.github.io/jekyll/u https://community.kde.org/GSoc/2022/StatusReports/PhuocKhanhLe 3 comments kde
- Deep learning neural networks power self-driving cars, predictive policing, and medical diagnoses. Although the machine learning works correctly most of the time, an error can be fatal. But a new tool called DeepXplore has shown it can increase accuracy to 99%. http://www.hcanews.com/news/like-selfdriving-cars-healthcare-must-solve-its-machine-learning-problem 7 comments science
- SketchCode - a deep learning model that takes hand-drawn web mockups and converts them into working HTML code. It uses an image captioning architecture to generate its HTML markup from hand-drawn website wireframes https://github.com/ashnkumar/sketch-code 39 comments webdev
- SketchCode - a deep learning model that takes hand-drawn web mockups and converts them into working HTML code. It uses an image captioning architecture to generate its HTML markup from hand-drawn website wireframes https://github.com/ashnkumar/sketch-code 9 comments programming
- "Deep Reinforcement Learning Doesn't Work Yet": sample-inefficient, outperformed by domain-specific models or techniques, fragile reward functions, gets stuck in local optima, unreproducible & undebuggable, & doesn't generalize https://www.alexirpan.com/2018/02/14/rl-hard.html 9 comments reinforcementlearning