differentiable-programming topic

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

wanxinjin

Source code for the examples accompanying the paper "Learning convex optimization control policies."

cvxgrp

Deep relational learning through differentiable logic programming.

GustikS

Differentiable Programming Algorithms in Modern C++

grinisrit

A minimal reference implementation of automatic differentiation in Rust

kurtschelfthout

Auto-differentiable digitally reconstructed radiographs in PyTorch

eigenvivek

[ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly

ALFA-group

Safe Pontryagin Differentiable Programming (Safe PDP) is a new theoretical and algorithmic safe differentiable framework to solve a broad class of safety-critical learning and control tasks.

wanxinjin

Evolving graph plotting with differentiable programming on Tensorflow 2

aljabr0

Supplementary materials for our SIGGRAPH 2022 paper

kach