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Semantic Segmentation

Papers

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Showing 14301–14350 of 14763 papers

TitleStatusHype
HaDR: Applying Domain Randomization for Generating Synthetic Multimodal Dataset for Hand Instance Segmentation in Cluttered Industrial EnvironmentsCode0
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic SegmentationCode0
Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIRCode0
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on VideoCode0
Boundary-Aware Feature Propagation for Scene SegmentationCode0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
Boundary-aware Context Neural Network for Medical Image SegmentationCode0
Boundary and Entropy-driven Adversarial Learning for Fundus Image SegmentationCode0
Isometric Transformations for Image Augmentation in Mueller Matrix PolarimetryCode0
A deep learning classifier for local ancestry inferenceCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
Bottom-Up Shift and Reasoning for Referring Image SegmentationCode0
Learning to Segment Every ThingCode0
Borrowing from yourself: Faster future video segmentation with partial channel updateCode0
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature FusionCode0
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural RepresentationsCode0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
Deblending galaxy superpositions with branched generative adversarial networksCode0
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic SegmentationCode0
DDSL: Deep Differentiable Simplex Layer for Learning Geometric SignalsCode0
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image SegmentationCode0
Hard Pixel Mining for Depth Privileged Semantic SegmentationCode0
Bootstrapping the Performance of Webly Supervised Semantic SegmentationCode0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
Efficient Ladder-style DenseNets for Semantic Segmentation of Large ImagesCode0
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source DataCode0
Data-Free Adversarial DistillationCode0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan ImagesCode0
A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labelingCode0
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated dataCode0
Data-driven approaches for electrical impedance tomography image segmentation from partial boundary dataCode0
"Is your explanation stable?": A Robustness Evaluation Framework for Feature AttributionCode0
Boosting Video Object Segmentation based on Scale InconsistencyCode0
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image AnalysisCode0
ANNA: A Deep Learning Based Dataset in Heterogeneous Traffic for Autonomous VehiclesCode0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
An interpretable automated detection system for FISH-based HER2 oncogene amplification testing in histo-pathological routine images of breast and gastric cancer diagnosticsCode0
Abstracted Gaussian Prototypes for One-Shot Concept LearningCode0
Boosting the Dual-Stream Architecture in Ultra-High Resolution Segmentation with Resolution-Biased Uncertainty EstimationCode0
DATA: Differentiable ArchiTecture ApproximationCode0
Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationCode0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
Datacube segmentation via Deep Spectral ClusteringCode0
Data augmentation using learned transformations for one-shot 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