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Semantic Segmentation

Papers

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Showing 12751–12800 of 14763 papers

TitleStatusHype
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image SegmentationCode0
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent LabelingCode0
Self-Supervised Model Adaptation for Multimodal Semantic SegmentationCode0
PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and ClassificationCode0
Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference EnginesCode0
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentationCode0
MLP-GAN for Brain Vessel Image SegmentationCode0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Self-Supervised Learning via Conditional Motion PropagationCode0
Self-supervised Learning of Dense Hierarchical Representations for Medical Image SegmentationCode0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Posterior Re-calibration for Imbalanced DatasetsCode0
The Devil is in the Decoder: Classification, Regression and GANsCode0
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising AutoencodersCode0
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalizationCode0
Self-Supervised Learning from Non-Object Centric Images with a Geometric Transformation Sensitive ArchitectureCode0
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower SpeciesCode0
Self-Supervised Learning based Depth Estimation from Monocular ImagesCode0
Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic WheelchairsCode0
Pose Neural Fabrics SearchCode0
Self-supervised Domain Adaptation for Computer Vision TasksCode0
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship DescriptorsCode0
We Care Each Pixel: Calibrating on Medical Segmentation ModelCode0
Self-Supervised Difference Detection for Weakly-Supervised Semantic SegmentationCode0
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary ReasoningCode0
Pose2Seg: Detection Free Human Instance SegmentationCode0
Self-supervised Amodal Video Object SegmentationCode0
Self-Paced Sample Selection for Barely-Supervised Medical Image SegmentationCode0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
Self-paced and self-consistent co-training for semi-supervised image segmentationCode0
PolyTransform: Deep Polygon Transformer for Instance SegmentationCode0
Network Uncertainty Informed Semantic Feature Selection for Visual SLAMCode0
Self-Ensembling GAN for Cross-Domain Semantic SegmentationCode0
The Fishyscapes Benchmark: Measuring Blind Spots in Semantic SegmentationCode0
Self-Correction for Human ParsingCode0
Self-Balanced R-CNN for Instance SegmentationCode0
Nighttime sky/cloud image segmentationCode0
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box AnnotationsCode0
Selective Information Passing for MR/CT Image SegmentationCode0
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data GenerationCode0
Pointwise Convolutional Neural NetworksCode0
Mix and match networks: encoder-decoder alignment for zero-pair image translationCode0
PointWeb: Enhancing Local Neighborhood Features for Point Cloud ProcessingCode0
The Importance of Skip Connections in Biomedical Image SegmentationCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D TreesCode0
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled DataCode0
The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical OutcomesCode0
SEINE: Structure Encoding and Interaction Network for Nuclei Instance SegmentationCode0
Point-to-Voxel Knowledge Distillation for LiDAR Semantic 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
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