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shuo's Projects

lightseq icon lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

miccai2021-openreviewanalysis icon miccai2021-openreviewanalysis

Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains some high-level summarizations of this year's MICCAI papers based on OpenReview.

mixture-of-experts icon mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

nlp_learning icon nlp_learning

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

panet icon panet

PANet for Instance Segmentation and Object Detection

pet icon pet

科大讯飞2020脑PET图像分析和疾病预测---单模型进决赛前五

pikachu2 icon pikachu2

微信大数据2021 1st,qq浏览器2021 3rd,mind新闻推荐2020 1st,NAIC2020 AI+遥感影像 2nd

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

recadam icon recadam

Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

sftgan icon sftgan

CVPR18 - Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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