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Semantic Segmentation

Papers

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Showing 7851–7900 of 14763 papers

TitleStatusHype
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
DeepMerge: Deep-Learning-Based Region-Merging for Image SegmentationCode0
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation—0
TrueDeep: A systematic approach of crack detection with less data—0
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer—0
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationCode0
Independent Component Alignment for Multi-Task Learning—0
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models—0
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images—0
Multi-source adversarial transfer learning based on similar source domains with local features—0
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity—0
Human Body Shape Classification Based on a Single Image—0
ZeroPose: CAD-Prompted Zero-shot Object 6D Pose Estimation in Cluttered Scenes—0
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
Attention Mechanisms in Medical Image Segmentation: A Survey—0
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—0
Few-Shot Rotation-Invariant Aerial Image Semantic SegmentationCode0
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR—0
AIMS: All-Inclusive Multi-Level Segmentation—0
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation NetworkCode0
Trustworthy Deep Learning for Medical Image Segmentation—0
Linear Object Detection in Document Images using Multiple Object Tracking—0
Maskomaly:Zero-Shot Mask Anomaly Segmentation—0
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance SegmentationCode0
Rate-Distortion Theory in Coding for Machines and its Application—0
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
Interactive Segment Anything NeRF with Feature Imitation—0
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation—0
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation—0
Making Vision Transformers Truly Shift-Equivariant—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning—0
MMNet: Multi-Mask Network for Referring Image Segmentation—0
AutoDepthNet: High Frame Rate Depth Map Reconstruction using Commodity Depth and RGB Cameras—0
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation—0
Streaming Object Detection on Fisheye Cameras for Automatic Parking—0
Semantic Segmentation by Semantic Proportions—0
Sampling-based Uncertainty Estimation for an Instance Segmentation Network—0
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation—0
Dual Path Transformer with Partition Attention—0
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationCode0
Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map—0
Support Vector Machine Guided Reproducing Kernel Particle Method for Image-Based Modeling of Microstructures—0
Siamese Masked Autoencoders—0
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation—0
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers—0
Materialistic: Selecting Similar Materials in Images—0
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds—0
Hi-ResNet: Edge Detail Enhancement for High-Resolution Remote Sensing Segmentation—0
Contextualising Implicit Representations for Semantic Tasks—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