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Semantic Segmentation

Papers

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Showing 6951–7000 of 14763 papers

TitleStatusHype
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation—0
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation—0
Class-Discriminative Attention Maps for Vision Transformers—0
Breast Cancer Detection Using Deep Learning Technique Based On Ultrasound Image—0
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation—0
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERTCode0
SANeRF-HQ: Segment Anything for NeRF in High Quality—0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-trainingCode0
T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency—0
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors—0
A Data-efficient Framework for Robotics Large-scale LiDAR Scene Parsing—0
Semantic segmentation of SEM images of lower bainitic and tempered martensitic steels—0
Improving Normalization with the James-Stein Estimator—0
Improve Supervised Representation Learning with Masked Image Modeling—0
A knowledge-based data-driven (KBDD) framework for all-day identification of cloud types using satellite remote sensing—0
SCHEME: Scalable Channel Mixer for Vision Transformers—0
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals—0
A Recent Survey of Vision Transformers for Medical Image Segmentation—0
CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations—0
Towards Generalizable Referring Image Segmentation via Target Prompt and Visual Coherence—0
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature PerturbationCode0
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models—0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated LearningCode0
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation—0
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence GenerationCode0
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation—0
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data—0
Learning Part Segmentation from Synthetic Animals—0
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future TrendsCode0
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation—0
FoundPose: Unseen Object Pose Estimation with Foundation Features—0
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation—0
Union-over-Intersections: Object Detection beyond Winner-Takes-AllCode0
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction—0
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context—0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation—0
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic SegmentationCode0
Synchronizing Vision and Language: Bidirectional Token-Masking AutoEncoder for Referring Image Segmentation—0
Image segmentation with traveling waves in an exactly solvable recurrent neural network—0
Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric dataCode0
ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention—0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model—0
Clean Label Disentangling for Medical Image Segmentation with Noisy LabelsCode0
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation—0
Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI—0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding—0
Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation—0
RISAM: Referring Image Segmentation via Mutual-Aware Attention Features—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