Hacker Papers
- 626
Hamiltonian Neural Networks
Hacker News threads
- 627
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Hacker News threads
- Apr 2020AutoML-Zero: Evolving Machine Learning Algorithms from Scratch
- May 2020Evolving Machine Learning Algorithms from Primitive Mathematical Operations
- Apr 2020AutoML-Zero: Evolving Machine Learning Algorithms from Scratch
- Mar 2020AutoML-Zero: Evolving machine learning algorithms from scratch
- Apr 2020Google Engineers Mutate AI to Make Systems Evolve Faster Than We Can Code Them
- May 2020Demo of an OpenAI language model applied to code generation [video]
- Jul 2020AutoML-Zero: Evolving Code That Learns
- 628
YOLO9000: Better, Faster, Stronger
Hacker News threads
- Jul 2020YOLO9000: Better, Faster, Stronger
- Dec 2016YOLO9000: Better, Faster, Stronger
- Jun 2017Supercharge your Computer Vision models with the TensorFlow Object Detection API
- Jul 2017CVPR 2017 Best Paper Awards
- Aug 2017YOLO: Real-Time Object Detection
- Nov 2017Using CNNs for Handbag Brand and Color Detection
- Nov 2017An intuitive explanation of the SSD MultiBox object detection technique
- Mar 2020The End of Starsky Robotics
- 629
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Hacker News threads
- Feb 2017Photo-Realistic Single Image Super-Resolution Using a Adversarial Network
- Sep 2016Photo-Realistic Single Image Super-Resolution
- Oct 2016Subpixel: A subpixel convolutional neural network implementation with Tensorflow
- Oct 2016Subpixel: A subpixel convolutional neural network implementation with Tensorflow
- Oct 2016Neural Enhance – Super Resolution for images using deep learning
- Oct 2016Neural Enhance – Super Resolution for images using deep learning
- Nov 2016RAISR Sharp Images with Machine Learning
- Dec 2016Major advancements in Deep Learning in 2016
- Jan 2017With Google's RAISR, images can be up to 75% smaller without losing detail
- Jul 2020Ask HN: What weird or hard problems are you trying to solve?
- 630
PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Hacker News threads
- Feb 2017PathNet: Evolution Channels Gradient Descent in Super Neural Networks
- Feb 2017PathNet: Evolution Channels Gradient Descent in Super Neural Networks
- Mar 2017DeepMind's PathNet – potentially describing how general AI will look like
- Feb 2017DeepMind just published a mind blowing paper: PathNet
- Mar 2017Elon Musk’s Neuralink wants to boost the brain to keep up with AI
- Jun 2020Neurons that fire together, wire together, but how?
- 631
Practical Black-Box Attacks against Machine Learning
Hacker News threads
- Feb 2016Practical Attacks against Deep Learning Systems using Adversarial Examples
- Jun 2020Practical Black-Box Attacks Against Machine Learning
- Aug 2017Practical Black-Box Attacks Against Machine Learning
- Apr 2016I’m not a human: Breaking the Google reCAPTCHA [pdf]
- Aug 2017Why Deep Learning surprises me
- Nov 2017How Adversarial Attacks Work
- Jan 2018Audio Adversarial Examples
- Mar 2018AI Has a Hallucination Problem That's Proving Tough to Fix
- Oct 2019Introduction to Adversarial Machine Learning
- 632
Defending Against Neural Fake News
Hacker News threads
- May 2019“Defending Against Neural Fake News” (Check Out the Samples in the Appendix)
- May 2019Defending Against Neural Fake News (Using GPT to Generate Fake News and Demo)
- Jun 2019Defending Against Neural Fake News [pdf]
- Jun 2019New AI Generates Horrifyingly Plausible Fake News
- Jun 2019Grover – A State-of-the-Art Defense Against Neural Fake News
- Aug 2019GPT-2: 6-Month Follow-Up
- Nov 2019OpenAI Releases Largest GPT-2 Text Generation Model
- May 2020Facebook uses 1.5B Reddit posts to create chatbot
- 633
The Mythos of Model Interpretability
Hacker News threads
- Jul 2016The Mythos of Model Interpretability
- Feb 2017Mark Cuban on Why You Need to Study Artificial Intelligence
- Jan 2020Why are we using black box models in AI when we don’t need to? (2019)
- Jan 2020Why are we using black box models in AI when we don’t need to? (2019)
- Jan 2020A watershed moment for protein structure prediction
- May 2020Explainable Deep Learning: A Field Guide for the Uninitiated
- 634
Dynamic Routing Between Capsules
Hacker News threads
- Oct 2017Dynamic Routing Between Capsules
- Nov 2017Dynamic Routing Between Capsules by Sabour, Frosst, Geoffrey E Hinton (CapsNet))
- Nov 2017Dynamic Routing Between Capsules
- Oct 2017RCN is much more data efficient than traditional Deep Neural Networks
- Nov 2017Hinton's 'Capsule Networks' Unveiled
- Nov 2017Google A.I. researchers develop alternative architecture for neural networks
- Nov 2017A Year in Computer Vision
- Dec 2017Ask HN: What was the best CS paper you read in 2017?
- Feb 2018Keras reimplementation of "One pixel attack for fooling deep neural networks"
- Jun 2019Machine learning systems are stuck in a rut
- May 2020Explainable Deep Learning: A Field Guide for the Uninitiated
- 635
Lessons from Building Acoustic Models with a Million Hours of Speech
Hacker News threads
- 636
Density estimation using Real NVP
Hacker News threads
- 637
Building Machines That Learn and Think Like People
Hacker News threads
- Apr 2016Building machines that learn and think like people
- Apr 2016Building Machines That Learn and Think Like People
- Apr 2016Building Machines That Learn and Think Like People
- Aug 2016The Difference Between AI, Machine Learning, and Deep Learning
- Aug 2016The Difference Between AI, Machine Learning, and Deep Learning
- Feb 2017Causality in machine learning
- Apr 2017Ask HN: AI winter coming in next few years for AGI research?
- Apr 2017How brains are built: Principles of computational neuroscience
- Jul 2017The future of deep learning
- May 2019Automakers Are Rethinking the Timetable for Fully Autonomous Cars
- Jun 2019An Explicitly Relational Neural Network Architecture
- 638
Robust Physical-World Attacks on Deep Learning Models
Hacker News threads
- Jul 2017Robust Physical-World Attacks on Machine Learning Models
- Mar 2020Robust Physical-World Attacks on Deep Learning Models (2018)
- Feb 2018Chinese police don high-tech glasses to nab suspects
- Mar 2018LiDAR scans are finding hidden Roman roads and cutting crime
- Feb 2020Hackers tricked Teslas into speeding with 2-inch strip of tape on a 35-MPH sign
- 639
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Hacker News threads
- Apr 2017Google's MobileNet architecture for small and scalable image classifiers is out
- Apr 2017MobileNets: Efficient Convolutional Neural Networks for Mobile Vision
- Jun 2017MobileNets: Efficient Convolutional Neural Networks for Mobile Vision
- May 2017Not Hotdog App
- Jul 2017Bringing neural networks to cellphones
- Feb 2020Andreessen-Horowitz craps on “AI” startups from a great height
- 640
SSD: Single Shot MultiBox Detector
Hacker News threads
- 641
DRAW: A Recurrent Neural Network For Image Generation
Hacker News threads
- Feb 2015DRAW: A Recurrent Neural Network For Image Generation [pdf]
- Feb 2015DRAW: A Recurrent Neural Network for Image Generation [pdf]
- Sep 2015Towards universal neural nets: Gibbs machines and ACE
- Sep 2016Image Compression with Neural Networks
- Feb 2020JPEG Committee releases a call for evidence for image compression based on AI
- 642
Knowledge Representation in Bicategories of Relations
Hacker News threads
- Jun 2017A computational linguistic farce in three acts
- Nov 2017Modeling Science as a Directed Graph
- May 2018The Logical Disaster of Null
- Jul 2018Kialo – a platform for rational debate
- Dec 2018A Formal Apology for Metaphysics [pdf]
- Aug 2019Software Architecture Guide
- Feb 2020Contextualise: Manage your knowledge
- 643
Recent Advances in Neural Program Synthesis
Hacker News threads
- 644
Unsupervised Image-to-Image Translation Networks
Hacker News threads
- 645
PlaNet - Photo Geolocation with Convolutional Neural Networks
Hacker News threads
- Mar 2016PlaNet – Photo Geolocation with Convolutional Neural Networks
- Mar 2017PlaNet – Photo Geolocation with Convolutional Neural Networks
- Nov 2016Speech-to-Text-WaveNet: End-to-end sentence level English speech recognition
- May 2017Don't use deep learning when your data isn't that big
- Nov 2019Her Amazon Purchases Are Real, the Reviews Are Fake
- 646
ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst
Hacker News threads
- Dec 2018Learning to Drive by Imitating the Best and Synthesizing the Worst
- Dec 2018ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst
- Dec 2018Waymo tests AI driving system that learns from labeled data
- Dec 2018Waymo – Learning to Drive: Beyond Pure Imitation
- Jan 2019Report: Tesla using behavior cloning/supervised imitation learning for Autopilot
- Nov 2019Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]
- 647
Speed/accuracy trade-offs for modern convolutional object detectors
Hacker News threads
- 648
A quantum-inspired classical algorithm for recommendation systems
Hacker News threads
- Jul 2018A quantum-inspired classical algorithm for recommendation systems
- Jul 2018Teenager Finds Classical Alternative to Quantum Recommendation Algorithm
- Jul 2018Teenager Finds Classical Alternative to Quantum Recommendation Algorithm
- Jul 2018Teenager Finds Classical Alternative to Quantum Recommendation Algorithm
- Jul 2018Teenager Finds Classical Alternative to Quantum Recommendation Algorithm
- Sep 2019Proof emerges that a quantum computer can outperform a classical one
- Nov 2019Quantum advantage, or a practical demonstration that quantum computers work
- 649
Predictive Inequity in Object Detection
Hacker News threads
- Mar 2019Predictive Inequity in Object Detection
- Mar 2019Autonomous Cars Can't Recognise Pedestrians with Darker Skin Tones
- Mar 2019Self-driving cars may be more likely to hit you if you have dark skin
- Apr 2019MIT Researcher Exposing Bias in Facial Recognition Tech Triggers Amazon’s Wrath
- Aug 2019How to Teach an Iris Scanner That the Eye It’s Looking at Is Dead
- 650
Automatic Full Compilation of Julia Programs and ML Models to Cloud TPUs
Hacker News threads
- Oct 2018Automatic Full Compilation of Julia Programs and ML Models to Cloud TPUs
- Oct 2018Compiling Julia to TPUs [pdf]
- Oct 2018Automatic Compilation of Julia Programs and Generic ML Models to Cloud TPUs
- Jan 2019High Performance Numeric Programming with Swift: Explorations and Reflections
- Feb 2019Differentiating SSA-Form Programs in Julia (2018) [pdf]
- Feb 2019Julia on Google TPU: Shakespeare RNN
- Jul 2019A Differentiable Programming System to Bridge ML and Scientific Computing
Data from the Hacker News archive (ODC-By), arXiv and OpenAlex. Not affiliated with Hacker News or Y Combinator.