research-papers
Awesome Research Papers
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Research Papers
A curated collection of research papers organized by category and sorted by publication date
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141 links in 30 sections, with live GitHub stats.activeno commit in 2y
Artificial intelligence
Big Data
Category theory
Compilers
Computer science
Computer vision
- An analysis of single-layer networks in unsupervised feature learning
Interesting paper about how using weaker classifiers (kmeans) can get comparable results to more sophisticated ones like deep neural nets with the decisions made before training a model like statistical whitening, picking a large number of features, etc
- Viola jones robust real-time object detection
Real time face detection method most cameras use today, discusses ensemble learning methods (adaboost) and a clever way to detect features in one O(n) pre-processing step
- Example-based photometric stereo: shape reconstruction with general, varying brdfs
Discusses how you can reconstruct an objects 3d shape just by analyzing how light reflects off an object's surface
Concurrency
Databases
Deep Learning
Design
Functional programming
- Lazy functional state threads (1994)
Accessible introduction to the machinery underneath ST and IO
Garbage collection
Haskell
Machine Learning
Math
Neural networks
Operating systems
Physics
Programming languages
Programming
Psychedelics
Reverse engineering
Security
Statistics
System design
Type theory
Virtualization
Web
Other
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