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Semantic Segmentation

Papers

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Showing 6351–6400 of 14763 papers

TitleStatusHype
Breaking the "Object" in Video Object Segmentation—0
Test-time Adaptation vs. Training-time Generalization: A Case Study in Human Instance Segmentation using Keypoints Estimation—0
Synthetic Image Data for Deep Learning—0
Robust Perception through EquivarianceCode0
Towards Practical Plug-and-Play Diffusion ModelsCode1
ALSO: Automotive Lidar Self-supervision by Occupancy estimationCode1
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
Carpet-bombing patch: attacking a deep network without usual requirements—0
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments—0
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure SegmentationCode1
Boundary-rendering network for breast lesion segmentation in ultrasound images—0
Source-free Depth for Object Pop-outCode1
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection—0
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds—0
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive LearningCode1
Weakly Supervised Semantic Segmentation for Large-Scale Point CloudCode1
Self-Supervised Object Goal Navigation with In-Situ Finetuning—0
UNet Based Pipeline for Lung Segmentation from Chest X-Ray Images—0
Benchmarking Self-Supervised Learning on Diverse Pathology DatasetsCode1
Co-training 2^L Submodels for Visual Recognition—0
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic SegmentationCode1
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud EncoderCode1
Latent Graph Representations for Critical View of Safety AssessmentCode1
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate ChangeCode0
An Empirical Study on Multi-Domain Robust Semantic Segmentation—0
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation—0
UNETR++: Delving into Efficient and Accurate 3D Medical Image SegmentationCode2
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusionCode1
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality MicroscopyCode1
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation MixingCode0
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic SegmentationCode2
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation—0
Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar Data—0
Few-shot Medical Image Segmentation with Cycle-resemblance Attention—0
Domain generalization of 3D semantic segmentation in autonomous drivingCode1
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous DrivingCode1
A segmentation method of airway from chest CT image based on Vgg-Unet neural networkCode0
Domain Translation via Latent Space Mapping—0
Framework-agnostic Semantically-aware Global Reasoning for Segmentation—0
Video Object of Interest Segmentation—0
Supervised Image Segmentation for High Dynamic Range Imaging—0
PØDA: Prompt-driven Zero-shot Domain AdaptationCode1
Union-set Multi-source Model Adaptation for Semantic SegmentationCode1
Quantification of geogrid lateral restraint using transparent sand and deep learning-based image segmentation—0
A Hyperspectral and RGB Dataset for Building Facade Segmentation—0
Evidential Deep Learning for Class-Incremental Semantic Segmentation—0
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross SectionsCode1
IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic SegmentationCode1
Vision Transformer Computation and Resilience for Dynamic Inference—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
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