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Semantic Segmentation

Papers

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Showing 5151–5200 of 14763 papers

TitleStatusHype
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPWCode1
Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape—0
Balancing Logit Variation for Long-tailed Semantic SegmentationCode1
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
Evolving Knowledge Mining for Class Incremental SegmentationCode0
Segment Anything Meets Semantic Communication—0
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation—0
Transformer-based Annotation Bias-aware Medical Image SegmentationCode0
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast LearningCode1
Towards In-context Scene UnderstandingCode1
Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional ApproachCode1
Break a Lag: Triple Exponential Moving Average for Enhanced Optimization—0
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model—0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling—0
Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image SegmentationCode1
Reflection Invariance Learning for Few-shot Semantic Segmentation—0
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image SegmentationCode1
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
Geo-Tiles for Semantic Segmentation of Earth Observation ImageryCode1
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation ModelsCode0
S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp SegmentationCode1
Sea Ice Extraction via Remote Sensed Imagery: Algorithms, Datasets, Applications and Challenges—0
Robust T-Loss for Medical Image SegmentationCode1
A Unified Framework for U-Net Design and AnalysisCode1
Detection of Late Blight Disease in Tomato Leaf Using Image Processing Techniques—0
Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANNCode1
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
DeepMerge: Deep-Learning-Based Region-Merging for Image SegmentationCode0
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image SegmentationCode1
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation—0
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity—0
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer—0
Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple AttentionsCode1
TrueDeep: A systematic approach of crack detection with less data—0
Multi-source adversarial transfer learning based on similar source domains with local features—0
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images—0
Independent Component Alignment for Multi-Task Learning—0
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationCode0
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models—0
Few-Shot Rotation-Invariant Aerial Image Semantic SegmentationCode0
Human Body Shape Classification Based on a Single Image—0
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—0
ZeroPose: CAD-Prompted Zero-shot Object 6D Pose Estimation in Cluttered Scenes—0
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion ModelsCode1
Contextual Object Detection with Multimodal Large Language ModelsCode2
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
Attention Mechanisms in Medical Image Segmentation: A Survey—0
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR—0
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation NetworkCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified