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I am Xin Dong. My motto: down-to-earth, calm and composed.

  • πŸ”­ I’m currently working on video generation task. More specifically, I focus on the human-centric video generation.
  • 🌱 I’m currently learning artifical intelligence, deep learning and generative models.

Xin Dong's Projects

awesome-fer icon awesome-fer

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)

awesome_opensetrecognition_list icon awesome_opensetrecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

balancedgan icon balancedgan

Keras implementation of Balancing GAN (BAGAN) for all type of images

balancedmetasoftmax icon balancedmetasoftmax

[NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"

biopdsn icon biopdsn

Face verification system based on Pairwise Differential Siamese Network, focused on people wearing masks

brain-tumor-mri-segmentation icon brain-tumor-mri-segmentation

This project aims to create state-of-the-art fully automatic tumor segmentation algorithm of brain MRI scans using Neural Nets

brats icon brats

PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)

brats17 icon brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

brats2018-tumor-segmentation icon brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

brats2019 icon brats2019

Code for Brain tumor segmentation challenge

brats_2019 icon brats_2019

A 3D U-Net Based Solution to BraTS 2019 in Keras

caam icon caam

[ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition

cac-openset icon cac-openset

Code for Class Anchor Clustering loss for training a distance-based open set classifier

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