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Semantic Segmentation

Papers

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Showing 7051–7100 of 14763 papers

TitleStatusHype
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation—0
Beyond mAP: Towards better evaluation of instance segmentation—0
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Dense Semantic Image Segmentation with Objects and Attributes—0
Dense Semantic Contrast for Self-Supervised Visual Representation Learning—0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
A multitask deep learning model for real-time deployment in embedded systems—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Dense RGB-D semantic mapping with Pixel-Voxel neural network—0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
Dense Prediction with Attentive Feature Aggregation—0
Beyond Grids: Learning Graph Representations for Visual Recognition—0
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation—0
Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes—0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid—0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation—0
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation—0
Densely connected multidilated convolutional networks for dense prediction tasks—0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization—0
Dense Graph Convolutional Neural Networks on 3D Meshes for 3D Object Segmentation and Classification—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Dense Fusion Classmate Network for Land Cover Classification—0
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation—0
A multi-stage GAN for multi-organ chest X-ray image generation and segmentation—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency—0
Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation—0
Beyond Bare Queries: Open-Vocabulary Object Grounding with 3D Scene Graph—0
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation—0
RevealNet: Seeing Behind Objects in RGB-D Scans—0
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View—0
Dense CNN Learning with Equivalent Mappings—0
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation—0
Dense 3D Visual Mapping via Semantic Simplification—0
BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud—0
De-noising, Stabilizing and Completing 3D Reconstructions On-the-go using Plane Priors—0
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction—0
A Multi-scale Multiple Instance Video Description Network—0
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models—0
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation—0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling—0
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation—0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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