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Semantic Segmentation

Papers

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Showing 4251–4300 of 14763 papers

TitleStatusHype
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous DrivingCode0
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net ArchitectureCode0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
Dilated Residual NetworksCode0
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point CloudsCode0
Online pseudo labeling for polyp segmentation with momentum networksCode0
Dilated deeply supervised networks for hippocampus segmentation in MRICode0
Dilated Convolutions with Lateral Inhibitions for Semantic Image SegmentationCode0
Online Normalization for Training Neural NetworksCode0
Dilated Continuous Random Field for Semantic SegmentationCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
BlitzNet: A Real-Time Deep Network for Scene UnderstandingCode0
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient DistillationCode0
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal InferenceCode0
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and DiceCode0
One Step Learning, One Step ReviewCode0
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-outCode0
Diffusion Model for Camouflaged Object DetectionCode0
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory NetworksCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
Diffusion-Based Semantic Segmentation of Lumbar Spine MRI Scans of Lower Back Pain PatientsCode0
Blackbox Adaptation for Medical Image SegmentationCode0
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual PromptCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
An application of cascaded 3D fully convolutional networks for medical image segmentationCode0
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion ModelsCode0
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion ModelCode0
OmniDet: Surround View Cameras based Multi-task Visual Perception Network for Autonomous DrivingCode0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
Differentially private federated deep learning for multi-site medical image segmentationCode0
ODFNet: Using orientation distribution functions to characterize 3D point cloudsCode0
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian SegmentationCode0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor SegmentationCode0
Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical ImagingCode0
Object discovery and representation networksCode0
Object Instance Annotation With Deep Extreme Level Set EvolutionCode0
Object Detection from Video Tubelets with Convolutional Neural NetworksCode0
Binary segmentation of medical images using implicit spline representations and deep learningCode0
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN ModelCode0
DiCENet: Dimension-wise Convolutions for Efficient NetworksCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous AnnotationsCode0
ConStyX: Content Style Augmentation for Generalizable Medical Image SegmentationCode0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
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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