Yen-Chen Lin's repositories
awesome-watchos
A curated list of awesome watchOS frameworks, libraries, sample apps.
rl-attack-detection
Code for "Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight"
pix2pix-flow
Image-to-image translation with flow-based generative model
paper-notes
Notes for papers or blog posts about ML, Robotics, CV.
Deep360Pilot-optical-flow
Code for extracting optical flow features for deep 360 pilot
the-military-grind
My memories for military service.
BicycleGAN
[NIPS 2017] Toward Multimodal Image-to-Image Translation
drnet_cvpr2017
Detecting Visual Relationships with Deep Relational Networks
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
old-the-military-grind
This book will chronicle my four-month-grind when serving military in Taiwan.
omniglot-45-5
Omniglot 45-5 split dataset
sumproduct
Sum product algorithm - Belief propagation (message passing) for factor graphs
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
visual-pushing-grasping
Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.
assignment1
Assignment 1: automatic differentiation
cleverhans
A library for benchmarking vulnerability to adversarial examples
mit-eecs-sm-thesis-proposal-template
MIT EECS S.M. Thesis Proposal Template
nn_robust_attacks
Robust evasion attacks against neural network to find adversarial examples
underactuated
The course text for MIT 6.832 (and 6.832x on edX)