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Methodology
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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
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation
CVPR 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds
CVPR 2023
Geometry-Aware Network for Domain Adaptive Semantic Segmentation
AAAI 2023
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization
CVPR 2023
On Calibrating Semantic Segmentation Models: Analyses and an Algorithm
CVPR 2023
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
AAAI 2023
Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers
CVPR 2023
LogicSeg: Parsing Visual Semantics with Neural Logic Learning and Reasoning
ICCV 2023
Open Vocabulary Semantic Segmentation With Patch Aligned Contrastive Learning
CVPR 2023
Progressive Neighborhood Aggregation for Semantic Segmentation Refinement
AAAI 2023
CCQ: Cross-Class Query Network for Partially Labeled Organ Segmentation
AAAI 2023
Improving Robustness of Semantic Segmentation to Motion-Blur Using Class-Centric Augmentation
CVPR 2023
Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation
CVPR 2023
SA-BEV: Generating Semantic-Aware Bird's-Eye-View Feature for Multi-view 3D Object Detection
ICCV 2023
PARCS: A Deployment-Oriented AI System for Robust Parcel-Level Cropland Segmentation of Satellite Images
AAAI 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
NIPS 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments
NIPS 2023
Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation
CVPR 2023
Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation
NIPS 2023
FLAIR : a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery
NIPS 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency
IJCAI 2023
Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization
CVPR 2023
Mask Propagation for Efficient Video Semantic Segmentation
NIPS 2023
When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation
NIPS 2023
You Only Segment Once: Towards Real-Time Panoptic Segmentation
CVPR 2023
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