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Semantic Segmentation

Papers

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Showing 7776–7800 of 14763 papers

TitleStatusHype
ISP Distillation—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
Is Integer Arithmetic Enough for Deep Learning Training?—0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Deep learning architectures for automated image segmentation—0
Deep Learning approach for Classifying Trusses and Runners of Strawberries—0
Is Image Super-resolution Helpful for Other Vision Tasks?—0
iShape: A First Step Towards Irregular Shape Instance Segmentation—0
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery—0
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Deep learning approaches to Earth Observation change detection—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Deep learning for image segmentation: veritable or overhyped?—0
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Is Continual Learning Ready for Real-world Challenges?—0
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes—0
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions—0
Deep learning and its application to medical image segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—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