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Semantic Segmentation

Papers

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Showing 13201–13250 of 14763 papers

TitleStatusHype
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic SegmentationCode0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
Validating Hyperspectral Image SegmentationCode0
Whole-brain radiomics for clustered federated personalization in brain tumor segmentationCode0
Monocular Depth Estimation Using Cues Inspired by Biological Vision SystemsCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
Panoptic-DeepLabCode0
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain AdaptationCode0
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten ManuscriptsCode0
Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation PerspectiveCode0
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed dataCode0
Transformer-based Annotation Bias-aware Medical Image SegmentationCode0
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
Transformer based Generative Adversarial Network for Liver SegmentationCode0
RESSCAL3D++: Joint Acquisition and Semantic Segmentation of 3D Point CloudsCode0
Resource Constrained Semantic Segmentation for Waste SortingCode0
Transformer-based out-of-distribution detection for clinically safe segmentationCode0
You Can Wash Hands Better: Accurate Daily Handwashing Assessment with a SmartwatchCode0
Zero-Shot Enhancement of Low-Light Image Based on Retinex DecompositionCode0
Learning Strict Identity Mappings in Deep Residual NetworksCode0
Residual Pyramid Learning for Single-Shot Semantic SegmentationCode0
ReSeg: A Recurrent Neural Network-based Model for Semantic SegmentationCode0
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped AttentionCode0
Research on Multilingual Natural Scene Text Detection AlgorithmCode0
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy imagesCode0
Weakly Supervised Image Segmentation Beyond Tight Bounding Box AnnotationsCode0
Reproducibility of "FDA: Fourier Domain Adaptation forSemantic SegmentationCode0
Weakly supervised image segmentation for defect-based grading of fresh produceCode0
Modular Sensor Fusion for Semantic SegmentationCode0
MFNet: Multi-Feature Fusion Network for Real-Time Semantic Segmentation in Road ScenesCode0
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and SegmentationCode0
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point CloudsCode0
Removing supervision in semantic segmentation with local-global matching and area balancingCode0
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationCode0
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based CamerasCode0
Transient Fault Tolerant Semantic Segmentation for Autonomous DrivingCode0
OVGaussian: Generalizable 3D Gaussian Segmentation with Open VocabulariesCode0
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image SegmentationCode0
Translated Skip Connections -- Expanding the Receptive Fields of Fully Convolutional Neural NetworksCode0
OVeNet: Offset Vector Network for Semantic SegmentationCode0
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation ApproachCode0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation with Zero-Shot MethodCode0
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional NetworkCode0
Relative Difficulty Distillation for Semantic SegmentationCode0
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image SegmentationCode0
Reinforced Evolutionary Neural Architecture SearchCode0
Weakly Supervised Instance Segmentation using Class Peak ResponseCode0
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and ViennaCode0
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic SegmentationCode0
Region-of-interest guided Supervoxel Inpainting for Self-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