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Semantic Segmentation

Papers

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Showing 4701–4750 of 14763 papers

TitleStatusHype
Deblending galaxy superpositions with branched generative adversarial networksCode0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic SegmentationCode0
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the DecoderCode0
DDSL: Deep Differentiable Simplex Layer for Learning Geometric SignalsCode0
ShelfNet for Fast Semantic SegmentationCode0
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image SegmentationCode0
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep LearningCode0
Multi-Modal Association based Grouping for Form Structure ExtractionCode0
Multimodal-Aware Fusion Network for Referring Remote Sensing Image SegmentationCode0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation NetworkCode0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep LearningCode0
Comb, Prune, Distill: Towards Unified Pruning for Vision Model CompressionCode0
Multi-Level Contextual Network for Biomedical Image SegmentationCode0
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
Multi Kernel Estimation based Object SegmentationCode0
Multigrid Neural ArchitecturesCode0
Multigrid Predictive Filter Flow for Unsupervised Learning on VideosCode0
Automatic Brain Tumor Segmentation with Scale Attention NetworkCode0
Automatic Generation of Semantic Parts for Face Image SynthesisCode0
Multi-encoder parse-decoder network for sequential medical image segmentationCode0
Importance Sampling CAMs for Weakly-Supervised SegmentationCode0
Multi-domain semantic segmentation with overlapping labelsCode0
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic SegmentationCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
Multi-modality Anomaly Segmentation on the RoadCode0
Multi-sensor cloud and cloud shadow segmentation with a convolutional neural networkCode0
Multichannel Semantic Segmentation with Unsupervised Domain AdaptationCode0
Data-Free Adversarial DistillationCode0
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated dataCode0
ALBA : Reinforcement Learning for Video Object SegmentationCode0
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and VisualizationCode0
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change DetectionCode0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
Data-driven approaches for electrical impedance tomography image segmentation from partial boundary dataCode0
DATA: Differentiable ArchiTecture ApproximationCode0
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic GapCode0
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of AbstractionCode0
Datacube segmentation via Deep Spectral ClusteringCode0
Data augmentation using learned transformations for one-shot medical image segmentationCode0
MSN: Efficient Online Mask Selection Network for Video Instance SegmentationCode0
MSG-SR-Net: A Weakly Supervised Network Integrating Multi-Scale Generation and Super-Pixel Refinement for Building Extraction from High-Resolution Remotely Sensed ImageriesCode0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
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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