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Semantic Segmentation

Papers

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Showing 12601–12650 of 14763 papers

TitleStatusHype
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN ModelCode0
Task-Aware Active Learning for Endoscopic Image AnalysisCode0
Vision Transformer-based Adversarial Domain AdaptationCode0
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
Wasserstein Adversarial Regularization (WAR) on label noiseCode0
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid PoolingCode0
Object Detection from Video Tubelets with Convolutional Neural NetworksCode0
Vision Transformers for Weakly-Supervised Microorganism EnumerationCode0
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsCode0
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?Code0
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRFCode0
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum SynthesisCode0
U-Net Fixed-Point Quantization for Medical Image SegmentationCode0
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationCode0
Object Counting and Instance Segmentation with Image-level SupervisionCode0
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image ProcessingCode0
Vision Transformer with Sparse Scan PriorCode0
Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic SegmentationCode0
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical InstrumentCode0
PTQ4RIS: Post-Training Quantization for Referring Image SegmentationCode0
Semantic Segmentation using Adversarial NetworksCode0
TCOVIS: Temporally Consistent Online Video Instance SegmentationCode0
PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper ArchitecturesCode0
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional NetworksCode0
Semantic Segmentation of Panoramic Images Using a Synthetic DatasetCode0
Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methodsCode0
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary TasksCode0
PST900: RGB-Thermal Calibration, Dataset and Segmentation NetworkCode0
NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic SegmentationCode0
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
XAMI -- A Benchmark Dataset for Artefact Detection in XMM-Newton Optical ImagesCode0
Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer visionCode0
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentationCode0
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization PathsCode0
Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic SegmentationCode0
UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTMCode0
Pseudolabel guided pixels contrast for domain adaptive semantic segmentationCode0
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image SegmentationCode0
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer CascadeCode0
Semantic Segmentation from Image Labels by Reconstruction from Structured DecompositionCode0
TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road DetectionCode0
VistaFormer: Scalable Vision Transformers for Satellite Image Time Series SegmentationCode0
Weakly supervised training of universal visual concepts for multi-domain semantic segmentationCode0
TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic SegmentationCode0
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic ImagesCode0
Tell Me Where to Look: Guided Attention Inference NetworkCode0
Visual Boundary Knowledge Translation for Foreground SegmentationCode0
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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