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Semantic Segmentation

Papers

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Showing 5851–5900 of 14763 papers

TitleStatusHype
Learning Video Object Segmentation from Static ImagesCode0
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
Entropy-based measure of rock sample heterogeneity derived from micro-CT imagesCode0
Chair Segments: A Compact Benchmark for the Study of Object SegmentationCode0
Learning unbiased zero-shot semantic segmentation networks via transductive transferCode0
Learning Unsupervised Video Object Segmentation Through Visual AttentionCode0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
Learning to Segment via Cut-and-PasteCode0
Learning to simulate complex scenesCode0
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
CGiS-Net: Aggregating Colour, Geometry and Implicit Semantic Features for Indoor Place RecognitionCode0
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary NetworksCode0
Learning to Refine Object SegmentsCode0
CGNet: A Light-weight Context Guided Network for Semantic SegmentationCode0
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model GardenCode0
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image SynthesisCode0
Learning to See the Invisible: End-to-End Trainable Amodal Instance SegmentationCode0
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy ImagesCode0
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
Learning To Pay Attention To MistakesCode0
Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIRCode0
Ensemble architecture in polyp segmentationCode0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image SegmentationCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic SegmentationCode0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Learning to Adapt Structured Output Space for Semantic SegmentationCode0
RUHSNet: 3D Object Detection Using Lidar Data in Real TimeCode0
Learning to Segment Every ThingCode0
Learning Task-Specific Generalized Convolutions in the Permutohedral LatticeCode0
Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object SegmentationCode0
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image SegmentationCode0
Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency DropoutCode0
Learning Structured Output Representation using Deep Conditional Generative ModelsCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
Learning Shape Templates with Structured Implicit FunctionsCode0
CFCM: Segmentation via Coarse to Fine Context MemoryCode0
Learning Spectral-Decomposed Tokens for Domain Generalized Semantic SegmentationCode0
Learning structure-aware semantic segmentation with image-level supervisionCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Learning Self-Regularized Adversarial Views for Self-Supervised Vision TransformersCode0
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance SegmentationCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Learning Rich Features from RGB-D Images for Object Detection and SegmentationCode0
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
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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