Literature survey

Other interesting

• Smooth Min
• Bias function
• Deep Ensembles: A Loss Landscape Perspective
• Javascript SVG renderer
• A Differentiable Programming System to Bridge Machine Learning and Scientific Computing
• Neural Turing Machines
• Differentiable Programming Manifesto

SVG

• svgo
• svgr

Differentiable Sorting

• Differentiable parallel approximate sorting networks
• Differentiable Ranks and Sortingusing Optimal Transport
• Fast Differentiable Sorting and Ranking

Differentiable Boolean Satisfiability

• Graph Neural Networks and Boolean Satisfiability

Encoding: Graph neural networks. Edges are gates and nodes are variables. Optimization: SGD-like

• Differentiable SAT/ASP

Encoding: Optimization: SGD-like

Differentiable Subset Sum

• SaniyahBokhari

Transformer

• kpot/keras-transformer

Differentiable Theorem proving

• End-to-End Differentiable Proving
• Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets
• Learning to Transduce with Unbounded Memory
• Learning to learn by gradient descent by gradient descent

Differentiable Trees

• Recursive Neural Network
• Convolutional Neural Networks over Tree Structuresfor Programming Language Processing
• A Position Encoding Convolutional Neural Network Based on DependencyTree for Relation Classification
• A Novel Neural Source Code Representationasedon Abstract Syntax Tree

Differentiable Rendering

• ReDA: Reinforced Differentiable Attribute for 3D Face Reconstruction