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Semantic Segmentation

Papers

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Showing 4301–4350 of 14763 papers

TitleStatusHype
SA2-Net: Scale-aware Attention Network for Microscopic Image SegmentationCode1
Voting Network for Contour Levee Farmland Segmentation and Classification—0
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling—0
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation—0
Mask4Former: Mask Transformer for 4D Panoptic SegmentationCode1
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization—0
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory—0
InfraParis: A multi-modal and multi-task autonomous driving datasetCode0
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation—0
CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTs—0
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback—0
The Robust Semantic Segmentation UNCV2023 Challenge Results—0
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning—0
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks—0
M^33D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding—0
Memory-Efficient Continual Learning Object Segmentation for Long Video—0
MoCaE: Mixture of Calibrated Experts Significantly Improves Object DetectionCode1
Treating Motion as Option with Output Selection for Unsupervised Video Object SegmentationCode1
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks—0
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
3D Indoor Instance Segmentation in an Open-WorldCode1
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic SegmentationCode0
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic SegmentationCode1
Adversarial Attacks on Video Object Segmentation with Hard Region Discovery—0
Automatic Animation of Hair Blowing in Still Portrait Photos—0
Informative Data Mining for One-Shot Cross-Domain Semantic SegmentationCode0
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-FreeCode1
Small Objects Matters in Weakly-supervised Semantic Segmentation—0
Weakly Supervised Semantic Segmentation by Knowledge Graph InferenceCode1
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic SegmentationCode1
MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for EchocardiographyCode1
PanopticNDT: Efficient and Robust Panoptic MappingCode1
Towards Robust Robot 3D Perception in Urban Environments: The UT Campus Object DatasetCode1
OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation—0
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning—0
A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition—0
Distribution-Aware Continual Test-Time Adaptation for Semantic SegmentationCode1
A Unified Scheme of ResNet and Softmax—0
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous DrivingCode1
Discwise Active Learning for LiDAR Semantic Segmentation—0
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation—0
ClusterFormer: Clustering As A Universal Visual LearnerCode1
Background Activation Suppression for Weakly Supervised Object Localization and Semantic SegmentationCode1
FP-PET: Large Model, Multiple Loss And Focused Practice—0
Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning—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