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Semantic Segmentation

Papers

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Showing 13051–13100 of 14763 papers

TitleStatusHype
SA3DIP: Segment Any 3D Instance with Potential 3D PriorsCode0
Multi-Task Meta Learning: learn how to adapt to unseen tasksCode0
S4Net: Single Stage Salient-Instance SegmentationCode0
S^3-Mamba: Small-Size-Sensitive Mamba for Lesion SegmentationCode0
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical ImagingCode0
Towards Optimal Patch Size in Vision Transformers for Tumor SegmentationCode0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point SupervisionCode0
Towards Partial Supervision for Generic Object Counting in Natural ScenesCode0
RTSeg: Real-time Semantic Segmentation Comparative StudyCode0
RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban ScenesCode0
Roughness Index and Roughness Distance for Benchmarking Medical SegmentationCode0
Towards Realistic Incremental Scenario in Class Incremental Semantic SegmentationCode0
Towards Real-Time Open-Vocabulary Video Instance SegmentationCode0
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged AnnotationsCode0
Rotation equivariant vector field networksCode0
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural NetworksCode0
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object DetectionCode0
Towards Robust Few-shot Point Cloud Semantic SegmentationCode0
Towards Robust General Medical Image SegmentationCode0
Mimic and Fool: A Task Agnostic Adversarial AttackCode0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRICode0
RoomNet: End-to-End Room Layout EstimationCode0
Robust Video-Based Eye Tracking Using Recursive Estimation of Pupil CharacteristicsCode0
Perception-Oriented Latent Coding for High-Performance Compressed Domain Semantic InferenceCode0
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-LearningCode0
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image SegmentationCode0
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no RetrainingCode0
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarizationCode0
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded ContextCode0
Towards Segmenting Anything That MovesCode0
Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEsCode0
PDFNet: Pointwise Dense Flow Network for Urban-Scene SegmentationCode0
Towards Single Stage Weakly Supervised Semantic SegmentationCode0
Robust Perception through EquivarianceCode0
Robust Online Video Instance Segmentation with Track QueriesCode0
Towards Surgical Context Inference and Translation to GesturesCode0
Robust Multimodal Segmentation with Representation Regularization and Hybrid Prototype DistillationCode0
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual SegmentationCode0
Towards Task-Compatible Compressible RepresentationsCode0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External DataCode0
Robust Image Segmentation Using Contour-Guided Color PalettesCode0
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image SegmentationCode0
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix AugmentationCode0
UPSNet: A Unified Panoptic Segmentation NetworkCode0
Robust Conformal Volume Estimation in 3D Medical ImagesCode0
Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC FrameworkCode0
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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