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Semantic Segmentation

Papers

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Showing 11951–12000 of 14763 papers

TitleStatusHype
Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning—0
PolyTransform: Deep Polygon Transformer for Instance SegmentationCode0
OASIS: One-pass aligned Atlas Set for Image Segmentation—0
Learning Multi-Object Tracking and Segmentation from Automatic Annotations—0
EmbedMask: Embedding Coupling for One-stage Instance SegmentationCode0
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving—0
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation—0
Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation—0
RGPNet: A Real-Time General Purpose Semantic Segmentation—0
Real-Time Panoptic Segmentation from Dense Detections—0
Quantifying Urban Canopy Cover with Deep Convolutional Neural NetworksCode0
YOLACT++: Better Real-time Instance SegmentationCode0
SAIS: Single-stage Anchor-free Instance Segmentation—0
Adversarial normalization for multi domain image segmentation—0
DATA: Differentiable ArchiTecture ApproximationCode0
End to End Trainable Active Contours via Differentiable RenderingCode0
Weakly Supervised Instance Segmentation using the Bounding Box Tightness PriorCode0
Neural Diffusion Distance for Image Segmentation—0
The Point Where Reality Meets Fantasy: Mixed Adversarial Generators for Image Splice DetectionCode0
Point Cloud Instance Segmentation using Probabilistic Embeddings—0
Image segmentation of liver stage malaria infection with spatial uncertainty sampling—0
Indirect Local Attacks for Context-aware Semantic Segmentation NetworksCode0
Color inference from semantic labeling for person search in videosCode0
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation—0
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation—0
Simulation-based reinforcement learning for real-world autonomous drivingCode0
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow—0
Land Cover Change Detection via Semantic Segmentation—0
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections—0
Light-weight Calibrator: a Separable Component for Unsupervised Domain AdaptationCode0
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards—0
Class-Conditional Domain Adaptation on Semantic Segmentation—0
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation—0
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human ParsingCode0
Leveraging Self-supervised Denoising for Image SegmentationCode0
AdaShare: Learning What To Share For Efficient Deep Multi-Task LearningCode0
Multi-view shape estimation of transparent containersCode0
PanDA: Panoptic Data Augmentation—0
ViewAL: Active Learning with Viewpoint Entropy for Semantic SegmentationCode0
Deeply Shape-guided Cascade for Instance SegmentationCode0
Improving land cover segmentation across satellites using domain adaptationCode0
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning—0
Differentiable Meta-learning Model for Few-shot Semantic Segmentation—0
On Symbiosis of Attribute Prediction and Semantic Segmentation—0
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic SegmentationCode0
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion ReductionCode0
HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation—0
Identify the cells' nuclei based on the deep learning neural network—0
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting—0
Rethinking Normalization and Elimination Singularity in Neural NetworksCode0
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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