Yen-Chen Lin

DeepLearningFlappyBird. Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

nerf-pytorch. A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

awesome-adversarial-machine-learning. A curated list of awesome adversarial machine learning resources

pix2pix-tensorflow. TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

awesome-watchos. A curated list of awesome watchOS frameworks, libraries, sample apps.

iNeRF-public. Python

nerf-supervision-public. Python

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

research-advice.

mira. Python

vision2action-ICRA.

paper-notes. Notes for papers or blog posts about ML, Robotics, CV.

evf-public. Experience-embedded Visual Foresight, CoRL 2019

Deep360Pilot-optical-flow. Code for extracting optical flow features for deep 360 pilot

flash-fft-conv. FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

orthographic-ngp. Cuda

deep-q-learning. Jupyter Notebook

YahooParallaxScrollEffect. Implementation of Yahoo! Weather's parallax scroll effect

the-military-grind. My memories for military service.

DeepLearningBook. MIT Deep Learning Book in PDF format

link. Jupyter Notebook

TensorFlow-Examples. TensorFlow tutorials and code examples for beginners

alpaca-turbo. Python

tsdf-fusion-python. Python code to fuse multiple RGB-D images into a TSDF voxel volume.

fid. Python

phd.yenchenlin.github.io. JavaScript

adversarial-deep-rl.

biggan-opt. Jupyter Notebook

dotfiles-1. ♥ Arch Linux, OSX, mutt, xmonad, i3, vim, emacs, zsh, mpv, cmus

cs228-notes. Course notes for CS228: Probabilistic Graphical Models.

improved-gan. code for the paper "Improved Techniques for Training GANs"

sumproduct. Sum product algorithm - Belief propagation (message passing) for factor graphs

dinov2-adaLN. PyTorch code and models for the DINOv2 self-supervised learning method.

TransformerEngine. A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

maskrcnn-benchmark. Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

instant-ngp. Instant neural graphics primitives: lightning fast NeRF and more

tensor2tensor. Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

self-attention-gan. Python

BicycleGAN. [NIPS 2017] Toward Multimodal Image-to-Image Translation

drnet_cvpr2017. Detecting Visual Relationships with Deep Relational Networks

old-the-military-grind. This book will chronicle my four-month-grind when serving military in Taiwan.

tinyflow. Tutorial code on how to build your own Deep Learning System in 2k Lines

visual-pushing-grasping. Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.

gear-vr-360-player. clone from Oculus sample

modular_rl. Implementation of TRPO and related algorithms

awesome-computer-vision. A curated list of awesome computer vision resources