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Semantic Segmentation

Papers

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Showing 13851–13900 of 14763 papers

TitleStatusHype
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image SegmentationCode0
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational StudyCode0
Full-Resolution Residual Networks for Semantic Segmentation in Street ScenesCode0
A Fast Fully Octave Convolutional Neural Network for Document Image SegmentationCode0
Distilling Global and Local Logits With Densely Connected RelationsCode0
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation ModelsCode0
In-Place Activated BatchNorm for Memory-Optimized Training of DNNsCode0
Chair Segments: A Compact Benchmark for the Study of Object SegmentationCode0
Input Invex Neural NetworkCode0
Mci-net: multi-scale context integrated network for liver ct image segmentationCode0
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image SegmentationCode0
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
A Convolutional Vision Transformer for Semantic Segmentation of Side-Scan Sonar DataCode0
MHP-VOS: Multiple Hypotheses Propagation for Video Object SegmentationCode0
Fully Automatic Wound Segmentation with Deep Convolutional Neural NetworksCode0
Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic LabelsCode0
Artificial Intelligence-driven Image Analysis of Bacterial Cells and BiofilmsCode0
ARMA Nets: Expanding Receptive Field for Dense PredictionCode0
Local Context Normalization: Revisiting Local NormalizationCode0
SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and DetectionCode0
Fully Convolutional Multi-Class Multiple Instance LearningCode0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
Fully Convolutional Networks for Semantic SegmentationCode0
Distance to Center of Mass Encoding for Instance SegmentationCode0
CGiS-Net: Aggregating Colour, Geometry and Implicit Semantic Features for Indoor Place RecognitionCode0
Learning Instance Occlusion for Panoptic SegmentationCode0
CGNet: A Light-weight Context Guided Network for Semantic SegmentationCode0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
InstaGAN: Instance-aware Image-to-Image TranslationCode0
DISIR: Deep Image Segmentation with Interactive RefinementCode0
Fully-Convolutional Point Networks for Large-Scale Point CloudsCode0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image SegmentationCode0
Learning Instance Segmentation by InteractionCode0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOSCode0
Fully-Trainable Deep MatchingCode0
Fully trainable Gaussian derivative convolutional layerCode0
CFCM: Segmentation via Coarse to Fine Context MemoryCode0
A Comprehensive Overhaul of Feature DistillationCode0
A Review on Deep Learning Techniques Applied to Semantic SegmentationCode0
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?Code0
Instance-aware Image-to-Image TranslationCode0
Discriminative features pyramid network for medical image segmentationCode0
Discriminative features pyramid network for medical image segmentationCode0
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature UpsamplingCode0
Aerial Map-Based Navigation Using Semantic Segmentation and Pattern MatchingCode0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Certification of Deep Learning Models for Medical Image SegmentationCode0
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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