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Semantic Segmentation

Papers

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Showing 7301–7350 of 14763 papers

TitleStatusHype
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
M^33D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding—0
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks—0
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
Memory-Efficient Continual Learning Object Segmentation for Long Video—0
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks—0
Small Objects Matters in Weakly-supervised Semantic Segmentation—0
Informative Data Mining for One-Shot Cross-Domain Semantic SegmentationCode0
Automatic Animation of Hair Blowing in Still Portrait Photos—0
Adversarial Attacks on Video Object Segmentation with Hard Region Discovery—0
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic SegmentationCode0
A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition—0
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
Discwise Active Learning for LiDAR Semantic Segmentation—0
A Unified Scheme of ResNet and Softmax—0
Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning—0
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation—0
FP-PET: Large Model, Multiple Loss And Focused Practice—0
Performance Analysis of UNet and Variants for Medical Image Segmentation—0
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation—0
2DDATA: 2D Detection Annotations Transmittable Aggregation for Semantic Segmentation on Point Cloud—0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal—0
TCOVIS: Temporally Consistent Online Video Instance SegmentationCode0
A Vision-Based Navigation System for Arable Fields—0
Fully Transformer-Equipped Architecture for End-to-End Referring Video Object Segmentation—0
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic SegmentationCode0
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors—0
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation—0
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion—0
3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images—0
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal DistillationCode0
Towards Robust Few-shot Point Cloud Semantic SegmentationCode0
H²O: Heatmap by Hierarchical OcclusionCode0
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
CaveSeg: Deep Semantic Segmentation and Scene Parsing for Autonomous Underwater Cave Exploration—0
More complex encoder is not all you needCode0
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation—0
Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle—0
LineMarkNet: Line Landmark Detection for Valet Parking—0
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation—0
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries—0
RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing—0
Adversarial Attacks Against Uncertainty Quantification—0
Uncertainty Estimation in Instance Segmentation with Star-convex Shapes—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
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