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Semantic Segmentation

Papers

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Showing 10101–10125 of 14763 papers

TitleStatusHype
Local Memory Attention for Fast Video Semantic SegmentationCode0
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning—0
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation—0
Weakly Supervised Multi-Object Tracking and Segmentation—0
ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations—0
Style Normalization and Restitution for Domain Generalization and AdaptationCode1
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
Deep Transport Network for Unsupervised Video Object Segmentation—0
Continuous Copy-Paste for One-Stage Multi-Object Tracking and SegmentationCode1
Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization—0
Hypercorrelation Squeeze for Few-Shot Segmenation—0
CDNet: Centripetal Direction Network for Nuclear Instance SegmentationCode1
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object SegmentationCode1
Aggregation With Feature Detection—0
An Elastica Geodesic Approach With Convexity Shape Prior—0
Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation—0
FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template PosesCode0
Few-Shot Semantic Segmentation With Cyclic Memory Network—0
Contrastive Learning for Label Efficient Semantic Segmentation—0
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation—0
Distilling Global and Local Logits With Densely Connected RelationsCode0
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing—0
Image Synthesis From Layout With Locality-Aware Mask AdaptionCode1
ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps—0
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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