Shanshan Zhao's repositories

GASDA

Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation, CVPR 2019

ACMNet

Adaptive Context-Aware Multi-Modal Network for Depth Completion

DG_via_ER

Domain Generalization via Entropy Regularization, NeurIPS'20

PRMLT

Matlab code for machine learning algorithms in book PRML

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caffe

Caffe: a fast open framework for deep learning.

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monodepth

Unsupervised single image depth prediction with CNNs

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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

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carla

Open-source simulator for autonomous driving research.

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crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

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dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

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Deep-Learning-Tricks

Enumerate diverse machine learning training tricks.

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DeepGTAV

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

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DiscoGAN

Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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FPConv

FPConv: Learning Local Flattening for Point Convolution, CVPR 2020

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KCCAReId

Matching People across Camera Views using Kernel Canonical Correlation Analysis

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pygcn

Graph Convolutional Networks in PyTorch

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pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

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RandLA-Net

šŸ”„RandLA-Net in Tensorflow (CVPR 2020, Oral)

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Stereo-RCNN

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

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Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

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tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

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UNIT

Unsupervised Image-to-Image Translation

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