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Semantic Segmentation

Papers

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Showing 7651–7700 of 14763 papers

TitleStatusHype
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations—0
Two Approaches to Supervised Image Segmentation—0
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic SegmentationCode0
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks—0
Light-Weight Vision Transformer with Parallel Local and Global Self-Attention—0
Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation—0
Mining of Single-Class by Active Learning for Semantic Segmentation—0
Towards Automated Semantic Segmentation in Mammography Images—0
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation—0
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics—0
EgoVM: Achieving Precise Ego-Localization using Lightweight Vectorized Maps—0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild—0
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation—0
Hierarchical Spatiotemporal Transformers for Video Object Segmentation—0
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation—0
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation—0
Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions—0
Holistic Prototype Attention Network for Few-Shot VOSCode0
Multi-Object Discovery by Low-Dimensional Object Motion—0
Boundary-weighted logit consistency improves calibration of segmentation networks—0
Improving Translation Invariance in Convolutional Neural Networks with Peripheral Prediction Padding—0
Multiscale Memory Comparator Transformer for Few-Shot Video SegmentationCode0
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance—0
LEST: Large-scale LiDAR Semantic Segmentation with Transformer—0
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks—0
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression—0
A scoping review on multimodal deep learning in biomedical images and texts—0
Challenge Results Are Not Reproducible—0
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic SegmentationCode0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
YOLIC: An Efficient Method for Object Localization and Classification on Edge DevicesCode0
OG: Equip vision occupancy with instance segmentation and visual grounding—0
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video SegmentationCode0
RFENet: Towards Reciprocal Feature Evolution for Glass SegmentationCode0
Automatic Generation of Semantic Parts for Face Image SynthesisCode0
3D Medical Image Segmentation based on multi-scale MPU-NetCode0
SAM^Med: A medical image annotation framework based on large vision model—0
Estimating label quality and errors in semantic segmentation data via any model—0
Non-Hierarchical Transformers for Pedestrian Segmentation—0
Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation—0
A Graph Multi-separator Problem for Image Segmentation—0
FODVid: Flow-guided Object Discovery in Videos—0
Latent Graph Attention for Enhanced Spatial Context—0
Marine Debris Detection in Satellite Surveillance using Attention Mechanisms—0
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation—0
Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets—0
Building and Road Segmentation Using EffUNet and Transfer Learning Approach—0
Transfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on LiDAR Data—0
General-Purpose Multimodal Transformer meets Remote Sensing Semantic SegmentationCode0
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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