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Semantic Segmentation

Papers

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Showing 13351–13400 of 14763 papers

TitleStatusHype
Extremely Weak Supervised Image-to-Image Translation for Semantic SegmentationCode0
All about Structure: Adapting Structural Information across Domains for Boosting Semantic SegmentationCode0
A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image SegmentationCode0
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite ImageryCode0
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired DataCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
Eye Semantic Segmentation with a Lightweight ModelCode0
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays OffCode0
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New DomainsCode0
Image Segmentation with Topological PriorsCode0
Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspectiveCode0
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive ClassifierCode0
Attentive NormalizationCode0
Attention Normalization Impacts Cardinality Generalization in Slot AttentionCode0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
Compressing Vision Transformers for Low-Resource Visual LearningCode0
Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer VisionCode0
Attention Guided Network for Retinal Image SegmentationCode0
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2Code0
Neural Embedding Compression For Efficient Multi-Task Earth Observation ModellingCode0
Evaluating Bayesian Deep Learning Methods for Semantic SegmentationCode0
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
EVA: Exploring the Limits of Masked Visual Representation Learning at ScaleCode0
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite ImageryCode0
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
Comprehensive Multi-Modal Interactions for Referring Image SegmentationCode0
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation ModelCode0
Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency TransferCode0
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image SegmentationCode0
Compositional Segmentation of Cardiac Images Leveraging MetadataCode0
FAKD: Feature Augmented Knowledge Distillation for Semantic SegmentationCode0
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
Image Translation for Medical Image Generation -- Ischemic Stroke LesionsCode0
Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association LearningCode0
Estimation of Road Boundary for Intelligent Vehicles Based on DeepLabV3+ ArchitectureCode0
Estimating Visual Information From Audio Through Manifold LearningCode0
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationCode0
False Negative Reduction in Video Instance Segmentation using Uncertainty EstimatesCode0
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image ModelsCode0
Estimating Appearance Models for Image Segmentation via Tensor FactorizationCode0
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural NetworkCode0
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic SegmentationCode0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
Matterport3D: Learning from RGB-D Data in Indoor EnvironmentsCode0
ESA: Annotation-Efficient Active Learning for Semantic SegmentationCode0
ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic SegmentationCode0
Equivariance versus Augmentation for Spherical ImagesCode0
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic SegmentationCode0
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy LabelsCode0
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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