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Semantic Segmentation

Papers

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Showing 3401–3450 of 14763 papers

TitleStatusHype
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionCode1
Harmonic Feature Activation for Few-Shot Semantic SegmentationCode1
TransFuse: Fusing Transformers and CNNs for Medical Image SegmentationCode1
A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed ImagesCode1
End-to-End Egospheric Spatial MemoryCode1
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-TuningCode1
Unsupervised Semantic Segmentation by Contrasting Object Mask ProposalsCode1
Adversarial Segmentation Loss for Sketch ColorizationCode1
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention MechanismCode1
Argmax Flows and Multinomial Diffusion: Learning Categorical DistributionsCode1
SwiftNet: Real-time Video Object SegmentationCode1
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep LearningCode1
Active Boundary Loss for Semantic SegmentationCode1
Mask Guided Attention For Fine-Grained Patchy Image ClassificationCode1
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing ImagesCode1
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection ConsistencyCode1
Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image SegmentationCode1
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional NetworksCode1
Occluded Video Instance Segmentation: A BenchmarkCode1
SA-Net: Shuffle Attention for Deep Convolutional Neural NetworksCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
Puzzle-CAM: Improved localization via matching partial and full featuresCode1
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationCode1
Embedding-based Instance Segmentation in MicroscopyCode1
OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the WorldCode1
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentationCode1
Segmenting Transparent Object in the Wild with TransformerCode1
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationCode1
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
Cross-modal Learning for Domain Adaptation in 3D Semantic SegmentationCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road ScenesCode1
U-Noise: Learnable Noise Masks for Interpretable Image SegmentationCode1
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized LabelsCode1
Superpixel-based Refinement for Object Proposal GenerationCode1
Semantic Segmentation of Remote Sensing Images with Sparse AnnotationsCode1
Self-Supervised Pretraining of 3D Features on any Point-CloudCode1
Style Normalization and Restitution for Domain Generalization and AdaptationCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor SegmentationCode1
Region-Aware Contrastive Learning for Semantic SegmentationCode1
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
Continuous Copy-Paste for One-Stage Multi-Object Tracking and SegmentationCode1
Image Synthesis From Layout With Locality-Aware Mask AdaptionCode1
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object SegmentationCode1
PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial MetricCode1
RangeDet: In Defense of Range View for LiDAR-Based 3D Object DetectionCode1
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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