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Semantic Segmentation

Papers

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Showing 4701–4750 of 14763 papers

TitleStatusHype
Exploring Transformers for Open-world Instance Segmentation—0
1st Place Solution for CVPR2023 BURST Long Tail and Open World Challenges—0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
AquaSAM: Underwater Image Foreground SegmentationCode0
AICSD: Adaptive Inter-Class Similarity Distillation for Semantic SegmentationCode1
Redesigning Out-of-Distribution Detection on 3D Medical Images—0
High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers—0
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network—0
Feature Decoupling-Recycling Network for Fast Interactive Segmentation—0
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image SegmentationCode0
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light VisionCode1
FSD V2: Improving Fully Sparse 3D Object Detection with Virtual Voxels—0
DiT: Efficient Vision Transformers with Dynamic Token RoutingCode0
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model—0
Mask Frozen-DETR: High Quality Instance Segmentation with One GPU—0
Prototype Learning for Out-of-Distribution Polyp SegmentationCode0
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities—0
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNetCode0
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)—0
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic SegmentationCode1
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorCode1
High-Resolution Vision Transformers for Pixel-Level Identification of Structural Components and Damage—0
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation—0
Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge DistillationCode0
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic SegmentationCode1
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIPCode2
Fluid Viscosity Prediction Leveraging Computer Vision and Robot InteractionCode0
Learning Referring Video Object Segmentation from Weak Annotation—0
Frustratingly Easy Model Generalization by Dummy Risk Minimization—0
ES-MVSNet: Efficient Framework for End-to-end Self-supervised Multi-View Stereo—0
Deep Semantic Model Fusion for Ancient Agricultural Terrace DetectionCode0
Rethinking Class Activation Maps for Segmentation: Revealing Semantic Information in Shallow Layers by Reducing Noise—0
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and SegmentationCode1
On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation—0
Cognitive TransFuser: Semantics-guided Transformer-based Sensor Fusion for Improved Waypoint PredictionCode0
Synthetic outlier generation for anomaly detection in autonomous driving—0
Guided Distillation for Semi-Supervised Instance SegmentationCode1
Dynamic Token-Pass Transformers for Semantic Segmentation—0
Assessing Systematic Weaknesses of DNNs using Counterfactuals—0
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware AlignmentCode1
UGainS: Uncertainty Guided Anomaly Instance SegmentationCode1
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological ImagesCode1
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations—0
Point2Mask: Point-supervised Panoptic Segmentation via Optimal TransportCode1
Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation—0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
A Multi-Source Data Fusion-based Semantic Segmentation Model for Relic Landslide Detection—0
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation—0
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip FusionCode1
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation—0
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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
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