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Semantic Segmentation

Papers

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Showing 4651–4675 of 14763 papers

TitleStatusHype
Demonstrate Once, Imitate Immediately (DOME): Learning Visual Servoing for One-Shot Imitation Learning—0
Delving into Transformer for Incremental Semantic Segmentation—0
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology—0
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation—0
Frustratingly Easy Model Generalization by Dummy Risk Minimization—0
Better (pseudo-)labels for semi-supervised instance segmentation—0
Delving into Decision-based Black-box Attacks on Semantic Segmentation—0
Better Image Segmentation by Exploiting Dense Semantic Predictions—0
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-Oracle—0
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation—0
A Multiphase Image Segmentation Based on Fuzzy Membership Functions and L1-norm Fidelity—0
Adapting a Segmentation Foundation Model for Medical Image Classification—0
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation—0
Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy—0
Bethe Learning of Conditional Random Fields via MAP Decoding—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation—0
BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement—0
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation—0
Deformably-Scaled Transposed Convolution—0
3D Shape Segmentation via Shape Fully Convolutional Networks—0
From Pixels to Damage Severity: Estimating Earthquake Impacts Using Semantic Segmentation of Social Media Images—0
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration—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