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followers: 8.0 following: 8.0 repos: 33.0 gists: 0.0

Name: pengcheng_XU

Type: User

Bio: A Ph.D. student interested in transfer learning, vision, and reinforcement learning.

pengcheng_XU's Projects

2dpass

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

asa

Code for paper "Adversarial Support Alignment"

attributed-graph-data

Attributed graph datasets with ground truth clusters

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-domain-adaptation-1

:sunglasses: A curated list of domain adaptation papers, datasets and other resources.

cct

[CVPR 2020] Semi-Supervised Semantic Segmentation with Cross-Consistency Training.

class-overwhelms-mutual-conditional-blended-target-domain-adaptation

[AAAI2023] Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation

da-faster-rcnn

An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'

deep-kidney-exchange

Deep RL approach to solve kidney exchange problem

deep-learning-interview

深度学习面试汇总，基本知识点的查漏补缺

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

detectron-da-faster-rcnn

Domain Adaptive Faster R-CNN in Detectron

dl-notes-for-interview

deep learning/ machine learning

domainbed

DomainBed is a suite to test domain generalization algorithms

dynamic-set-packing

Dynamic set packing environment based on OpenAI gym

faster_rcnn

A faster pytorch implementation of faster r-cnn

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

gym-kidney

OpenAI Gym environment for kidney exchange.

htcn

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

interview-questions

机器学习深度学习面试题笔试题(Machine learning Deep Learning Interview Questions)

js3c-net

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion (AAAI 2021)

kidney_solver

Solve kidney-exchange instances using Python 2 and Gurobi

lbp-image-classification-on-cifar-10-

Local binary patterns for image classification on CIFAR-10 dataset

mixture-density-networks-for-distribution-and-uncertainty-estimation

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

ml-on-nlp

Application of basic ml algorithms on NLP

mtl-ssl

Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)

neighbor-sampling-gcn

Pytorch implementation for neighbor sampling GCN

opencv-python-tutorial

📖 OpenCV-Python image processing tutorial for beginners

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

shot

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

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