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Semantic Segmentation

Papers

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Showing 7301–7325 of 14763 papers

TitleStatusHype
L2T-DLN: Learning to Teach with Dynamic Loss Network—0
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC)—0
Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation—0
K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation—0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems—0
Bayesian Federated Neural Matching that Completes Full Information—0
Deeply Learning the Messages in Message Passing Inference—0
Deeply Cascaded U-Net for Multi-Task Image Processing—0
Bayesian Deep Learning for Affordance Segmentation in images—0
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans—0
Koopman-based spectral clustering of directed and time-evolving graphs—0
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation—0
Deep LF-Net: Semantic Lung Segmentation from Indian Chest Radiographs Including Severely Unhealthy Images—0
Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis—0
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis—0
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds—0
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP—0
Deep learning with RGB and thermal images onboard a drone for monitoring operations—0
Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping—0
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI—0
Layered Logic Classifiers: Exploring the `And' and `Or' Relations—0
Knowledge Distillation in Vision Transformers: A Critical Review—0
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation—0
Knowledge distillation from multi-modal to mono-modal segmentation networks—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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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