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Methodology
← Processing
Computer Vision
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Processing
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Semantic Segmentation
1620 directly classified papers
Papers per year
2006: 2
2007: 2
2008: 1
2009: 1
2011: 4
2012: 1
2013: 30
2014: 15
2015: 26
2016: 22
2017: 28
2018: 48
2019: 104
2020: 129
2021: 193
2022: 188
2023: 238
2024: 285
2025: 255
2026: 48
Papers
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
NIPS 2022
Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?
MIDL 2022
YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation
MIDL 2022
Class-Aware Adversarial Transformers for Medical Image Segmentation
NIPS 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation
NIPS 2022
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks
NIPS 2022
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries
WACV 2022
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model
IJCAI 2022
Air tissue boundary segmentation using regional loss in real-time Magnetic Resonance Imaging video for speech production
INTERSPEECH 2022
Distilling Inter-Class Distance for Semantic Segmentation
IJCAI 2022
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks
WACV 2022
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation
WACV 2022
Sparse and Complete Latent Organization for Geospatial Semantic Segmentation
CVPR 2022
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference
AAAI 2022
Channelized Axial Attention – considering Channel Relation within Spatial Attention for Semantic Segmentation
AAAI 2022
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation
AAAI 2022
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning
AAAI 2022
Fully Attentional Network for Semantic Segmentation
AAAI 2022
DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation
AAAI 2022
D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos
WACV 2022
Pixel-Level Bijective Matching for Video Object Segmentation
WACV 2022
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation
WACV 2022
Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation
WACV 2022
Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations
WACV 2022
Parsing Line Chart Images Using Linear Programming
WACV 2022
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