Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection

BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation

The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023

[CVPR 2023] Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures

个人学习笔记

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Learnable Tree Filter for Structure-preserving Feature Transform

Source code for the LabelMe annotation tool.

[CVPR 2022] Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers

Weakly Supervised Segmentation by Tensorflow. Implements semantic segmentation in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Beyond Gradient Descent for Regularized Segmentation Losses

A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2022.

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

Code for the paper: Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning, G. Valvano et al, DART 2021

Public code for our submission to the 2017 ACDC Cardiac Segmentation challenge

Regularized Losses (rloss) for Weakly-supervised CNN Segmentation

[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation

Home for Robust Trust Region for Weakly Supervised Segmentation paper by Marin and Boykov, ICCV 2021

Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR 2018).

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

This is the repository for the corresponding 2022 MICCAI-MILLanD workshop paper "BoxShrink: From Bounding Boxes to Segmentation Masks"

BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation (CVPR 2021)

Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

End-to-End Adversarial Erasing for Weakly Supervised Semantic Segmentation

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates