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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
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
AAAI 2025
Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach
AAAI 2025
SDFormer: Vision-based 3D Semantic Scene Completion via SAM-assisted Dual-channel Voxel Transformer
ICCV 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation
ICCV 2025
Identity-aware Language Gaussian Splatting for Open-vocabulary 3D Semantic Segmentation
ICCV 2025
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation
ICCV 2025
CCASeg: Decoding Multi-Scale Context with Convolutional Cross-Attention for Semantic Segmentation
WACV 2025
DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation
ICCV 2025
How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation?
ICCV 2025
Incremental Few-Shot Semantic Segmentation via Multi-Level Switchable Visual Prompts
ICCV 2025
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation
WACV 2025
Seeing the Unseen: A Semantic Alignment and Context-Aware Prompt Framework for Open-Vocabulary Camouflaged Object Segmentation
ICCV 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
ICCV 2025
ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation
ICCV 2025
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images
WACV 2025
A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation
WACV 2025
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models
WACV 2025
U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation
WACV 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation
WACV 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation
ICCV 2025
AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation
WACV 2025
Unsupervised Histopathological Image Semantic Segmentation with Overlapping Patches Consistency Constraint
ICCV 2025
A Dataset for Semantic Segmentation in the Presence of Unknowns
CVPR 2025
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation
WACV 2025
Multi-scenario Overlapping Text Segmentation with Depth Awareness
ICCV 2025
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