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Semantic Segmentation

Papers

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Showing 10801–10850 of 14763 papers

TitleStatusHype
Learning to perceive objects by prediction—0
Learning to Predict Context-adaptive Convolution for Semantic Segmentation—0
Learning to Project for Cross-Task Knowledge Distillation—0
Learning to Prompt Segment Anything Models—0
Learning to Propose Objects—0
Learning to Prune Filters in Convolutional Neural Networks—0
Learning to Recognize Animals by Watching Documentaries: Using Subtitles as Weak Supervision—0
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views—0
Learning To Segment Dominant Object Motion From Watching Videos—0
Learning to Segment Dynamic Objects using SLAM Outliers—0
Learning to segment fetal brain tissue from noisy annotations—0
Learning to segment from misaligned and partial labels—0
Learning to segment from object sizes—0
Learning to Segment Human by Watching YouTube—0
Learning to Segment Instances in Videos with Spatial Propagation Network—0
Learning to Segment Medical Images with Scribble-Supervision Alone—0
Learning to segment on tiny datasets: a new shape model—0
Learning to Segment Referred Objects from Narrated Egocentric Videos—0
Learning to Segment Skin Lesions from Noisy Annotations—0
Learning to Segment Under Various Forms of Weak Supervision—0
Learning to segment with image-level supervision—0
Learning to Sort Image Sequences via Accumulated Temporal Differences—0
Learning to Track Any Object—0
Learning to Track Instances without Video Annotations—0
Learning to Zoom and Unzoom—0
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models—0
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Learning Uncertainty For Safety-Oriented Semantic Segmentation In Autonomous Driving—0
Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation—0
Learning Video Instance Segmentation with Recurrent Graph Neural Networks—0
Learning Video Object Segmentation with Visual Memory—0
Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes—0
Continual Learning with Evolving Class Ontologies—0
Learning with Free Object Segments for Long-Tailed Instance Segmentation—0
Learning with Hierarchical Complement Objective—0
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation—0
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains—0
Learn the new, keep the old: Extending pretrained models with new anatomy and images—0
Learn to Segment Organs with a Few Bounding Boxes—0
Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans—0
LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation—0
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network—0
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds—0
Less than Few: Self-Shot Video Instance Segmentation—0
LEST: Large-scale LiDAR Semantic Segmentation with Transformer—0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—0
Let Segment Anything Help Image Dehaze—0
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving—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
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