Hacker Papers
- 601
Generalization in Deep Learning
Hacker News threads
- Oct 2017Generalization in Deep Learning [pdf]
- Oct 2017RCN is much more data efficient than traditional Deep Neural Networks
- Nov 2017Software 2.0
- Dec 2017Mathematics of Deep Learning [pdf]
- Apr 2021Are deep neural networks dramatically overfitted? (2019)
- Jun 2021GitHub Copilot as open source code laundering?
- 602
Semantic Image Synthesis with Spatially-Adaptive Normalization
Hacker News threads
- 603
Opening the Black Box of Deep Neural Networks via Information
Hacker News threads
- Mar 2017Opening the Black Box of Deep Neural Networks via Information
- Jul 2017Opening the Black Box of Deep Neural Networks via Information
- Apr 2017Opening the Black Box of Deep Neural Networks via Information
- Nov 2017Feature Visualization: How neural nets build up their understanding of images
- Dec 2017An Interview with an Anonymous Data Scientist (2016)
- Jun 2021The Modern Mathematics of Deep Learning
- 604
Very Deep Convolutional Networks for Large-Scale Image Recognition
Hacker News threads
- Sep 2014Building a deeper understanding of images
- Mar 2015Show HN: Anime character recognizer
- Apr 2015Why GEMM is at the heart of deep learning
- Jul 2015Deep learning
- Mar 2016Turning two-bit doodles into fine artworks with deep neural networks
- Apr 2016Show HN: Open source colorizing grayscale images with NN
- Jun 2021Do wide and deep networks learn the same things?
- 605
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition
Hacker News threads
- 606
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World
Hacker News threads
- 607
Backprop as Functor: A compositional perspective on supervised learning
Hacker News threads
- Dec 2018Backprop as Functor: A compositional perspective on supervised learning [pdf]
- Feb 2018NLP concepts with spaCy tutorial
- Mar 2018Applied Category Theory
- Apr 2019Applied Category Theory
- Sep 2019The beauty of functional languages in deep learning – Clojure and Haskell
- Apr 2021Predictive coding has been unified with backpropagation
- 608
When Will AI Exceed Human Performance? Evidence from AI Experts
Hacker News threads
- 609
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator
Hacker News threads
- Feb 2020Demystifying Differentiable Programming (2018)
- May 2018Demystifying Differentiable Programming (2018)
- Aug 2019Demystifying Differentiable Programming: Shift/Reset, Penultimate Backpropagator
- Nov 2018Automatic Differentiation in Machine Learning: A Survey [pdf]
- Feb 2019What Is Differentiable Programming?
- Feb 2019What Is Differentiable Programming?
- Feb 2021Swift for TensorFlow Shuts Down
- 610
A Tour of Reinforcement Learning: The View from Continuous Control
Hacker News threads
- 611
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks
Hacker News threads
- Feb 2018The Secret Sharer: Measuring Unintended NN Memorization and Extracting Secrets
- Mar 2018The Secret Sharer: Measuring Unintended NN Memorization and Extracting Secrets
- Oct 2018Measuring Unintended Neural Network Memorization and Extracting Secrets
- May 2019Maryland research could improve the AI task of sensorimotor representation
- Oct 2019Google T5 scores 88.9 on SuperGLUE Benchmark, approaching human baseline
- Nov 2019Training algorithms on copyrighted data not illegal: US Supreme Court
- Jan 2021A Plan Made to Shield Big Tobacco from Facts Is Now EPA Policy
- Jan 2021DALL·E: Creating Images from Text
- 612
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Hacker News threads
- Sep 2016Google’s Neural Machine Translation System
- Sep 2016Google's Neural Machine Translation: Bridging the Gap Between Humans and Machines
- Sep 2016Facebook, Amazon, Google, IBM and Microsoft Create Partnership on AI
- Oct 2016Learning Reinforcement Learning, with Code, Exercises, and Solutions
- Nov 2016Found in translation: More accurate, fluent sentences in Google Translate
- Jan 2017Why Deep Learning Cannot Be Applied to Natural Languages Easily
- Jan 2017XLA: The TensorFlow compiler framework
- Feb 2017Oxford Deep NLP – An advanced course on natural language processing
- Mar 2018Using AI to match human performance in translating news from Chinese to English
- Dec 2020Does GPT-2 Know Your Phone Number?
- 613
Datasheets for Datasets
Hacker News threads
- Oct 2019Datasheets for Datasets
- May 2018Datasheets for Datasets
- Aug 2020Datasheets for Datasets (2018)
- Feb 2020Launch HN: Syndetic (YC W20) – Software for explaining datasets
- Jul 2020Yann LeCun quits Twitter amid acrimonious exchanges on AI bias
- Aug 2020Objective data doesn't go deep enough to engender trust
- Dec 2020Templates similar to Datasheets for Datasets but for AI models
- 614
Delayed Impact of Fair Machine Learning
Hacker News threads
- 615
Continuous control with deep reinforcement learning
Hacker News threads
- Sep 2015Continuous control with deep reinforcement learning
- Sep 2015DeepMind: Continuous control with deep reinforcement learning
- Oct 2015A Peek Inside Google’s Efforts to Create a General-Purpose Robot
- Dec 2015The first person to hack the iPhone is building a self-driving car
- Mar 2016AlphaGo beats the world champion Lee Sedol in first of five matches
- Dec 2020You might not need machine learning
- 616
Streaming End-to-end Speech Recognition For Mobile Devices
Hacker News threads
- 617
Why does deep and cheap learning work so well?
Hacker News threads
- May 2018Why does deep and cheap learning work so well?
- Aug 2016Why does deep and cheap learning work so well?
- Aug 2019Why does deep and cheap learning work so well? (2017)
- Sep 2016Is artificial intelligence permanently inscrutable?
- Oct 2016[MIT Lecture] Connections between physics and deep learning
- Dec 2016OpenAI Universe
- Dec 2016OpenAI Universe
- May 2017Understanding deep learning requires re-thinking generalization
- Aug 2017Deep Learning and Quantum Entanglement [pdf]
- Oct 2018How I Transitioned from Physics Academia to the ML Industry
- Oct 2020Why deep learning works even though it shouldn’t
- 618
Achieving Human Parity in Conversational Speech Recognition
Hacker News threads
- Oct 2016Achieving Human Parity in Conversational Speech Recognition
- Oct 2016Researchers reach human parity in conversational speech recognition
- Oct 2016Researchers reach human parity in conversational speech recognition
- Aug 2017Conversational Speech Recognition System [pdf]
- Oct 2020AI outperforms humans in speech recognition
- 619
Reinforcement Learning Neural Turing Machines - Revised
Hacker News threads
- 620
DeepMath - Deep Sequence Models for Premise Selection
Hacker News threads
- Jul 2016DeepMath – Deep Sequence Models for Premise Selection
- Jul 2016Behind Wolfram Alpha’s Mathematical Induction-Based Proof Generator
- Nov 2016Tensorflow Deepmath: Experiments towards neural network theorem proving
- Feb 2017Summary of 'Programs with Common Sense' (1959) by John McCarthy
- Oct 2020Neurosymbolic AI – Combining neural nets and symbolic AI
- 621
Fast Training of Convolutional Networks through FFTs
Hacker News threads
- 622
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings
Hacker News threads
- Jul 2016Debiasing Word Embeddings
- Jul 2016Man Is to Computer Programmer as Woman Is to Homemaker? Debiasing Word Embedding
- Jan 2017Man to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings
- Sep 2016A.I. Doesn't Get Black Twitter
- Jul 2017Ask HN: Any tools to easily cluster ideas/notes by similarity?
- Oct 2017Copyright Law Can Fix Artificial Intelligence’s Implicit Bias Problem
- Mar 2018Show HN: Word2Bits – Quantized Word Vectors
- Oct 2018Show HN: Basilica – word2vec for anything
- Jul 2019King – Man + Woman = King?
- Sep 2019600k Images Removed from ImageNet After Art Project Exposes Racist Bias
- Sep 2020FB to curb internal debate over sensitive issues amid employee discord
- 623
The Loss Surfaces of Multilayer Networks
Hacker News threads
- Jan 2019The Loss Surfaces of Multilayer Networks
- Mar 2015Deep Learning vs. Machine Learning vs. Pattern Recognition
- Jun 2015What's Wrong with Deep Learning?
- Aug 2015Machine Learning: Curse of Dimensionality
- Feb 2016AI is transforming Google search – the rest of the web is next
- Aug 2016What’s Next for Artificial Intelligence
- May 2017Breaking Glass in Infinite Dimensions
- Dec 2017An Interview with an Anonymous Data Scientist (2016)
- Aug 2020Differentiable Control Problems
- 624
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras
Hacker News threads
- 625
Adversarial examples in the physical world
Hacker News threads
Data from the Hacker News archive (ODC-By), arXiv and OpenAlex. Not affiliated with Hacker News or Y Combinator.