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Linshan's Projects

jigsawclustering icon jigsawclustering

This is the code for CVPR 2021 oral paper: Jigsaw Clustering for Unsupervised Visual Representation Learning

kornia icon kornia

Open Source Differentiable Computer Vision Library

lf-internet icon lf-internet

[ECCV 2020] Spatial-Angular Interaction for Light Field Image Super-Resolution

mfm icon mfm

[ICLR 2023] Masked Frequency Modeling for Self-Supervised Visual Pre-Training

nmi-wsi-diagnosis icon nmi-wsi-diagnosis

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

pi-nas icon pi-nas

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift (ICCV 2021)

pytorch_sparse icon pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

reco icon reco

The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].

rloss icon rloss

Regularized Losses (rloss) for Weakly-supervised CNN Segmentation

satmae icon satmae

Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"

self-label icon self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

solo-learn icon solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

st-plusplus icon st-plusplus

[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation

stu-net icon stu-net

Scalable and Transferable Medical Image Segmentation Models Enpowered by Large-scale Supervised Pre-training

unimatch icon unimatch

Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

voco icon voco

[CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

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