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Semantic Segmentation

Papers

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Showing 5701–5750 of 14763 papers

TitleStatusHype
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationCode3
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation—0
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningCode1
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image SegmentationCode0
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection AttentionCode1
Zero-guidance Segmentation Using Zero Segment LabelsCode1
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360^Code3
Orthogonal Annotation Benefits Barely-supervised Medical Image SegmentationCode1
Position-Guided Point Cloud Panoptic Segmentation TransformerCode1
Top-Down Visual Attention from Analysis by SynthesisCode1
Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains—0
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain GeneralizationCode1
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics—0
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation—0
Spherical Transformer for LiDAR-based 3D RecognitionCode2
Posthoc Interpretation via Quantization—0
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception—0
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye ViewCode1
Focused and Collaborative Feedback Integration for Interactive Image SegmentationCode1
Influencer Backdoor Attack on Semantic SegmentationCode1
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic SegmentationCode2
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion ModelsCode0
3D Mitochondria Instance Segmentation with Spatio-Temporal TransformersCode1
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images—0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
Learning Context-aware Classifier for Semantic SegmentationCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
Texture Learning Domain Randomization for Domain Generalized SegmentationCode1
Novel Class Discovery for 3D Point Cloud Semantic SegmentationCode1
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving—0
Two-shot Video Object SegmentationCode1
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer—0
Object-Centric Slot DiffusionCode1
Semi-Automated Segmentation of Geoscientific Data Using Superpixels—0
Neural Implicit Vision-Language Feature FieldsCode1
Semantic segmentation of surgical hyperspectral images under geometric domain shifts—0
ScribbleSeg: Scribble-based Interactive Image Segmentation—0
Reliability in Semantic Segmentation: Are We on the Right Track?Code1
Open-vocabulary Panoptic Segmentation with Embedding Modulation—0
Robustifying Token Attention for Vision TransformersCode1
Weakly-Supervised Text Instance Segmentation—0
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic SegmentationCode1
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
Feature Alignment and Uniformity for Test Time AdaptationCode1
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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