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Semantic Segmentation

Papers

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Showing 14351–14400 of 14763 papers

TitleStatusHype
Low-memory stochastic backpropagation with multi-channel randomized trace estimationCode0
Comb, Prune, Distill: Towards Unified Pruning for Vision Model CompressionCode0
Boosting Semantic Segmentation with Semantic BoundariesCode0
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
Boosting Real-Time Driving Scene Parsing with Shared SemanticsCode0
Boosting Medical Image Segmentation Performance with Adaptive Convolution LayerCode0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel NetworksCode0
HeMIS: Hetero-Modal Image SegmentationCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image SegmentationCode0
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNsCode0
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy ImagesCode0
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous DrivingCode0
Learning to Segment via Cut-and-PasteCode0
Addressing a fundamental limitation in deep vision models: lack of spatial attentionCode0
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing ImageryCode0
Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation ModelsCode0
Learning to simulate complex scenesCode0
H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating PaperCode0
BlitzNet: A Real-Time Deep Network for Scene UnderstandingCode0
Ground-truth or DAER: Selective Re-query of Secondary InformationCode0
DADA: Depth-aware Domain Adaptation in Semantic SegmentationCode0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
HGR-Net: A Fusion Network for Hand Gesture Segmentation and RecognitionCode0
DACov: A Deeper Analysis of Data Augmentation on the Computed Tomography Segmentation ProblemCode0
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage ResearchCode0
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
Blackbox Adaptation for Medical Image SegmentationCode0
MBIS: Multivariate Bayesian Image Segmentation ToolCode0
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary NetworksCode0
Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical ImagingCode0
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and BeyondCode0
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic SegmentationCode0
D3S -- A Discriminative Single Shot Segmentation TrackerCode0
Cylindrical Shape Decomposition for 3D Segmentation of Tubular ObjectsCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea DetectionCode0
Binary segmentation of medical images using implicit spline representations and deep learningCode0
Hierarchical Context Learning of object components for unsupervised semantic segmentationCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
An Inference Algorithm for Multi-Label MRF-MAP Problems with Clique Size 100Code0
Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image SegmentationCode0
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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