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Semantic Segmentation

Papers

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Showing 6751–6800 of 14763 papers

TitleStatusHype
Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based ApproachCode1
Memory transformers for full context and high-resolution 3D Medical Segmentation—0
The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning—0
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance SegmentationCode1
Global Spectral Filter Memory Network for Video Object SegmentationCode1
Deep Fourier Up-SamplingCode0
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
Digitization of Raster Logs: A Deep Learning Approach—0
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation—0
DPANET:Dual Pooling Attention Network for Semantic Segmentation—0
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationCode1
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic MemoryCode1
Continual Learning with Evolving Class Ontologies—0
Scale Equivariant U-Net—0
Semi-supervised Semantic Segmentation with Prototype-based Consistency RegularizationCode1
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data—0
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point CloudsCode1
What the DAAM: Interpreting Stable Diffusion Using Cross AttentionCode2
4D Unsupervised Object DiscoveryCode1
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIPCode2
Self-supervised Video Representation Learning with Motion-Aware Masked AutoencodersCode1
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention NetworkCode1
Transformer-based Flood Scene Segmentation for Developing Countries—0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
Improving Data-Efficient Fossil Segmentation via Model Editing—0
Sequential Ensembling for Semantic Segmentation—0
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision—0
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings—0
Time-Space Transformers for Video Panoptic Segmentation—0
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels—0
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance SegmentationCode1
Instance Segmentation of Dense and Overlapping Objects via LayeringCode1
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline—0
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
Mask3D: Mask Transformer for 3D Semantic Instance SegmentationCode2
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain LabelsCode0
Two Video Data Sets for Tracking and Retrieval of Out of Distribution ObjectsCode0
Weak-shot Semantic Segmentation via Dual Similarity TransferCode1
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single ImagesCode1
PriorNet: lesion segmentation in PET-CT including prior tumor appearance information—0
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated LearningCode1
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-EncodersCode1
Domain Adaptation for Unknown Image Distortions in Instance Segmentation—0
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation ModelsCode2
K-means for unsupervised instance segmentation using a self-supervised transformer—0
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift—0
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision ModelsCode1
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene—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