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Semantic Segmentation

Papers

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Showing 6601–6650 of 14763 papers

TitleStatusHype
A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track—0
Vision Transformers with Natural Language Semantics—0
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images—0
Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data—0
Few-shot adaptation for morphology-independent cell instance segmentation—0
Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling—0
Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel basesCode0
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation—0
Outline-Guided Object Inpainting with Diffusion Models—0
Enhancement of 3D Camera Synthetic Training Data with Noise Models—0
PIDformer: Transformer Meets Control Theory—0
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation—0
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends—0
FRAP analysis Measuring biophysical kinetic parameters using image analysis—0
Modified CycleGAN for the synthesization of samples for wheat head segmentation—0
Semantic Image Synthesis with Unconditional Generator—0
QIS : Interactive Segmentation via Quasi-Conformal Mappings—0
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image SegmentationCode0
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps—0
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation—0
A Systematic Review of Low-Rank and Local Low-Rank Matrix Approximation in Big Data Medical Imaging—0
Tumor segmentation on whole slide images: training or prompting?—0
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model—0
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target LocalizationCode0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image SegmentationCode0
Key Patch Proposer: Key Patches Contain Rich InformationCode0
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation—0
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift—0
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images—0
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation—0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
A Comprehensive Review on Computer Vision Analysis of Aerial Data—0
Robust semi-automatic vessel tracing in the human retinal image by an instance segmentation neural network—0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Is Continual Learning Ready for Real-world Challenges?—0
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge—0
Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study—0
Crop and Couple: cardiac image segmentation using interlinked specialist networksCode0
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation—0
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing DiffusionCode0
Adaptive Hierarchical Certification for Segmentation using Randomized SmoothingCode0
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss—0
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging—0
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image AnalysisCode0
Rethinking U-net Skip Connections for Biomedical Image Segmentation—0
Unsupervised Discovery of Object-Centric Neural Fields—0
Signed Distance Field based Segmentation and Statistical Shape Modelling of the Left Atrial Appendage—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