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9 search results found

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Unsupervised Semantic Segmentation ⭐ 291

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Pixelnet ⭐ 188

The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

Maskdistill ⭐ 82

Discovering Object Masks for Unsupervised Semantic Segmentation [2022]

Code for the paper 'Skin Segmentation from NIR Images using Unsupervised Domain Adaptation through Generative Latent Search'. Accepted in ECCV2020 (Spotlight). Preprint: https://arxiv.org/abs/2006.08696

CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation

"DACL: Learning a Domain-Agnostic Contrastive Representation for Dense Prediction beyond Distribution Gap" (arXiv)

Cem Dataset ⭐ 12

Utilities for building and using the CEM dataset for unsupervised pre-training and downstream tasks.

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