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Semantic Segmentation

1620 directly classified papers

Papers per year

Papers

Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022
Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers CVPR 2022
Semantic-Aware Domain Generalized Segmentation CVPR 2022
Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation CVPR 2022
Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation MIDL 2022
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation MIDL 2022
Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation CVPR 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation CVPR 2022
SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information CVPR 2022
Cross-View Transformers for Real-Time Map-View Semantic Segmentation CVPR 2022
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation CVPR 2022
MixFormer: Mixing Features Across Windows and Dimensions CVPR 2022
ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation CVPR 2022
Single Dynamic Network for Multi-label Renal Pathology Image Segmentation MIDL 2022
i3Deep: Efficient 3D interactive segmentation with the nnU-Net MIDL 2022
AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation by Differentiable Neural Architecture Search MIDL 2022
A Modular Deep Learning Pipeline for Cell Culture Analysis: Investigating the Proliferation of Cardiomyocytes MIDL 2022
Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features MIDL 2022
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation CVPR 2022
An Analysis of the Impact of Annotation Errors on the Accuracy of Deep Learning for Cell Segmentation MIDL 2022
Region Aware Transformer for Automatic Breast Ultrasound Tumor Segmentation MIDL 2022
Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction CVPR 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer NIPS 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models NIPS 2022