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Semantic Segmentation

Papers

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Showing 13151–13200 of 14763 papers

TitleStatusHype
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
Training Generative Adversarial Networks from Incomplete Observations using Factorised DiscriminatorsCode0
Multi-sensor cloud and cloud shadow segmentation with a convolutional neural networkCode0
RFENet: Towards Reciprocal Feature Evolution for Glass SegmentationCode0
ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change DetectionCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic SegmentationCode0
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-MemoryCode0
More complex encoder is not all you needCode0
Partial Convolution based PaddingCode0
Union-over-Intersections: Object Detection beyond Winner-Takes-AllCode0
Multiscale Memory Comparator Transformer for Few-Shot Video SegmentationCode0
Revisiting Network Perturbation for Semi-Supervised Semantic SegmentationCode0
Partial-Attribution Instance Segmentation for Astronomical Source Detection and DeblendingCode0
USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MRCode0
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision TransformersCode0
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced DatasetsCode0
Is Heuristic Sampling Necessary in Training Deep Object Detectors?Code0
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom UpCode0
Revisiting Data Augmentation for Ultrasound ImagesCode0
Revisiting CycleGAN for semi-supervised segmentationCode0
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic SegmentationCode0
Revisiting Click-based Interactive Video Object SegmentationCode0
Utilizing Attention, Linked Blocks, And Pyramid Pooling To Propel Brain Tumor Segmentation In 3DCode0
TransClaw U-Net: Claw U-Net with Transformers for Medical Image SegmentationCode0
[Re] Training Binary Neural Networks using the Bayesian Learning RuleCode0
Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum InferenceCode0
Utilizing Multi-step Loss for Single Image Reflection RemovalCode0
Rethinking Vision Transformer for Object Centric Foundation ModelsCode0
Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature FusionCode0
Utilizing Neural Networks for Semantic Segmentation on RGB/LiDAR Fused Data for Off-road Autonomous Military Vehicle PerceptionCode0
Multi-scale self-guided attention for medical image segmentationCode0
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real ImagesCode0
Multi-Scale Grouped Prototypes for Interpretable Semantic SegmentationCode0
ParseNet: Looking Wider to See BetterCode0
Parking Space Detection in the City of GranadaCode0
Pareto Domain AdaptationCode0
Transferable Attack for Semantic SegmentationCode0
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal InformationCode0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional Motion-enhanced Event RepresentationCode0
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architectureCode0
Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium SegmentationCode0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
Rethinking Normalization and Elimination Singularity in Neural NetworksCode0
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually ImpairedCode0
Whole-Body Lesion Segmentation in 18F-FDG PET/CTCode0
Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy ImagesCode0
Rethinking Interactive Image Segmentation: Feature Space AnnotationCode0
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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