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violet998's Projects

aib icon aib

Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021

asap icon asap

Program for the analysis and visualization of whole-slide images in digital pathology

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

clsa icon clsa

official implemntation for "Contrastive Learning with Stronger Augmentations"

contrastive-reconstruction icon contrastive-reconstruction

Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.

da-sac icon da-sac

Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)

dannet icon dannet

(CVPR2021) DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation

dasr icon dasr

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

dclgan icon dclgan

Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021.

dsmil-wsi icon dsmil-wsi

DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fedma icon fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

flatclr icon flatclr

FlatNCE: A Novel Contrastive Representation Learning Objective

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