Xinchen Yan's repositories

nips16_PTN

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

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eccv16_attr2img

Torch Implemention of ECCV'16 paper: Attribute2Image

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neurips18_hierchical_image_manipulation

Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation with Hierarchical Semantic Structures

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eccv18_mtvae

Tensorflow Implementation of ECCV'18 paper: Multimodal Human Motion Synthesis

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geoaware_grasping

ArXiv paper website

cv-ai4all-michigan

Computer Vision Project for AI4All at Michgan, July 2019

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bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

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context_encoder_pytorch

PyTorch Implement of Context Encoders: Feature Learning by Inpainting

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l2l-da

Repository for our ICCV 2019 paper: Adversarial Defense via Learning to Generate Diverse Attacks

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lcp-physics

A differentiable LCP physics engine in PyTorch.

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magenta

Magenta: Music and Art Generation with Machine Intelligence

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mesh

MPI-IS Mesh Processing Library

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models

Models built with TensorFlow

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nibabel

Python package to access a cacophony of neuro-imaging file formats

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pointnet-autoencoder

Autoencoder for Point Clouds

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PRNet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

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pt2pc

PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions

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PyWavefront

Python library for importing Wavefront .obj files

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RenderForCNN

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

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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).

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SPADE

Semantic Image Synthesis with SPADE

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tensorflow

Computation using data flow graphs for scalable machine learning

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up

Official code repository for the paper "Unite the People – Closing the Loop Between 3D and 2D Human Representations".

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VON

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

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