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Semantic Segmentation

Papers

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Showing 3101–3150 of 14763 papers

TitleStatusHype
Segment Anything for comprehensive analysis of grapevine cluster architecture and berry properties—0
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation—0
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentationCode0
FlexiFly: Interfacing the Physical World with Foundation Models Empowered by Reconfigurable Drone Systems—0
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks?—0
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation—0
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance SegmentationCode1
Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency—0
Building Brain Tumor Segmentation Networks with User-Assisted Filter Estimation and Selection—0
Financial Table Extraction in Image Documents—0
EffiPerception: an Efficient Framework for Various Perception Tasks—0
BEVCar: Camera-Radar Fusion for BEV Map and Object SegmentationCode2
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting—0
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object SegmentationCode1
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial ImageryCode2
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT AdaptationCode2
LSKNet: A Foundation Lightweight Backbone for Remote SensingCode4
Better (pseudo-)labels for semi-supervised instance segmentation—0
Video Object Segmentation with Dynamic Query ModulationCode1
MCD: Diverse Large-Scale Multi-Campus Dataset for Robot Perception—0
Object Segmentation-Assisted Inter Prediction for Versatile Video Coding—0
Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes—0
MISS: Memory-efficient Instance Segmentation Framework By Visual Inductive Priors Flow Propagation—0
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance SegmentationCode0
Circle Representation for Medical Instance Object SegmentationCode0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation—0
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models—0
A Dynamically Weighted Loss Function for Unsupervised Image Segmentation—0
Intelligent Railroad Grade Crossing: Leveraging Semantic Segmentation and Object Detection for Enhanced Safety—0
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic SegmentationCode2
LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation—0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image SegmentationCode1
TAG: Guidance-free Open-Vocabulary Semantic SegmentationCode1
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-ResolutionCode1
Uncertainty-Aware Adapter: Adapting Segment Anything Model (SAM) for Ambiguous Medical Image Segmentation—0
Active Label Correction for Semantic Segmentation with Foundation ModelsCode1
Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation—0
Topologically Faithful Multi-class Segmentation in Medical Images—0
Task-Aware Low-Rank Adaptation of Segment Anything Model—0
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation—0
When Training-Free NAS Meets Vision Transformer: A Neural Tangent Kernel Perspective—0
FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye ImagesCode0
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image SegmentationCode1
SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera ImagesCode1
TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model—0
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic SegmentationCode1
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture SearchCode1
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning—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