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Semantic Segmentation

Papers

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Showing 4201–4250 of 14763 papers

TitleStatusHype
Optimal Transport for Multi-source Domain Adaptation under Target ShiftCode0
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning StrategyCode0
DISIR: Deep Image Segmentation with Interactive RefinementCode0
On the Practicality of Deterministic Epistemic UncertaintyCode0
On the relationship between calibrated predictors and unbiased volume estimationCode0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
Boosting Video Object Segmentation based on Scale InconsistencyCode0
Adaptive Hierarchical Certification for Segmentation using Randomized SmoothingCode0
Boosting the Dual-Stream Architecture in Ultra-High Resolution Segmentation with Resolution-Biased Uncertainty EstimationCode0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
On the iterative refinement of densely connected representation levels for semantic segmentationCode0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOSCode0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext TaskCode0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
On the Robustness of Semantic Segmentation Models to Adversarial AttacksCode0
Boosting Semantic Segmentation with Semantic BoundariesCode0
Online pseudo labeling for polyp segmentation with momentum networksCode0
Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image SegmentationCode0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Online Normalization for Training Neural NetworksCode0
Discriminative features pyramid network for medical image segmentationCode0
Anchor Diffusion for Unsupervised Video Object SegmentationCode0
Discriminative features pyramid network for medical image segmentationCode0
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Boosting Real-Time Driving Scene Parsing with Shared SemanticsCode0
Boosting Medical Image Segmentation Performance with Adaptive Convolution LayerCode0
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
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR ImageryCode0
On the Structures of Representation for the Robustness of Semantic Segmentation to Input CorruptionCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
Discovering Class-Specific Pixels for Weakly-Supervised Semantic SegmentationCode0
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory NetworksCode0
Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image SegmentationCode0
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional NetworksCode0
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual PromptCode0
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imagingCode0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-outCode0
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRICode0
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor SegmentationCode0
One Step Learning, One Step ReviewCode0
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image SegmentationCode0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
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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