Xinchen Yan's repositories
nips16_PTN
Torch Implementation of NIPS'16 paper: Perspective Transformer Nets
eccv16_attr2img
Torch Implemention of ECCV'16 paper: Attribute2Image
neurips18_hierchical_image_manipulation
Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation with Hierarchical Semantic Structures
eccv18_mtvae
Tensorflow Implementation of ECCV'18 paper: Multimodal Human Motion Synthesis
geoaware_grasping
ArXiv paper website
cv-ai4all-michigan
Computer Vision Project for AI4All at Michgan, July 2019
context_encoder_pytorch
PyTorch Implement of Context Encoders: Feature Learning by Inpainting
l2l-da
Repository for our ICCV 2019 paper: Adversarial Defense via Learning to Generate Diverse Attacks
lcp-physics
A differentiable LCP physics engine in PyTorch.
mesh
MPI-IS Mesh Processing Library
nibabel
Python package to access a cacophony of neuro-imaging file formats
pointnet-autoencoder
Autoencoder for Point Clouds
pt2pc
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
PyWavefront
Python library for importing Wavefront .obj files
RenderForCNN
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
SMALify
This repository contains an implementation for performing 3D animal (quadruped) reconstruction from a monocular image or video. The system adapts the pose (limb positions) and shape (animal type/height/weight) parameters for the SMAL deformable quadruped model, as well as camera parameters until the projected SMAL model aligns with 2D keypoints and silhouette segmentations extracted from the input frame(s).
tensorflow
Computation using data flow graphs for scalable machine learning