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Semantic Segmentation

Papers

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Showing 3151–3200 of 14763 papers

TitleStatusHype
Grasp Anything: Combining Teacher-Augmented Policy Gradient Learning with Instance Segmentation to Grasp Arbitrary Objects—0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
FeatUp: A Model-Agnostic Framework for Features at Any ResolutionCode5
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
TBI Image/Text (TBI-IT): Comprehensive Text and Image Datasets for Traumatic Brain Injury Research—0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity—0
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide imagesCode1
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology ImagesCode1
Task-Specific Adaptation of Segmentation Foundation Model via Prompt Learning—0
When Semantic Segmentation Meets Frequency AliasingCode1
Annotation Free Semantic Segmentation with Vision Foundation Models—0
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image SegmentationCode2
Federated Data Model—0
Caltech Aerial RGB-Thermal Dataset in the WildCode2
OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework—0
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches—0
Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation—0
Real-time 3D semantic occupancy prediction for autonomous vehicles using memory-efficient sparse convolution—0
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving—0
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural NetworksCode1
ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense PredictionsCode3
Mitigating the Impact of Attribute Editing on Face Recognition—0
Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment AnythingCode1
FluoroSAM: A Language-aligned Foundation Model for X-ray Image SegmentationCode1
An Active Contour Model Driven By the Hybrid Signed Pressure Function—0
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution—0
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image SegmentationCode2
SemGauss-SLAM: Dense Semantic Gaussian Splatting SLAMCode2
Open-World Semantic Segmentation Including Class SimilarityCode2
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic SegmentationCode1
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
Shortcut Learning in Medical Image SegmentationCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation—0
3DRef: 3D Dataset and Benchmark for Reflection Detection in RGB and Lidar Data—0
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic SegmentationCode1
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine—0
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation—0
Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation—0
A Segmentation Foundation Model for Diverse-type Tumors—0
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy—0
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?Code3
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive LearningCode1
ClickVOS: Click Video Object SegmentationCode0
CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation—0
Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation—0
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration—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