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Semantic Segmentation

Papers

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Showing 14401–14450 of 14763 papers

TitleStatusHype
CyCADA: Cycle-Consistent Adversarial Domain AdaptationCode0
Hierarchical Graph Pattern Understanding for Zero-Shot VOSCode0
A Benchmark Dataset and Evaluation Methodology for Video Object SegmentationCode0
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR SequencesCode0
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
MCA: Moment Channel Attention NetworksCode0
Learning unbiased zero-shot semantic segmentation networks via transductive transferCode0
A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular ControlCode0
An Image Segmentation Model with Transformed Total VariationCode0
Learning Unsupervised Video Object Segmentation Through Visual AttentionCode0
Joint Graph Decomposition and Node Labeling: Problem, Algorithms, ApplicationsCode0
CV-MOS: A Cross-View Model for Motion SegmentationCode0
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance SegmentationCode0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
CVABS: Moving Object Segmentation with Common Vector Approach for VideosCode0
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything ModelCode0
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene SegmentationCode0
Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image DetectionCode0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
An Image Patch is a Wave: Phase-Aware Vision MLPCode0
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip ArthroplastyCode0
Curriculum semi-supervised segmentationCode0
Hierarchical Roofline Performance Analysis for Deep Learning ApplicationsCode0
Joint Learning of Intrinsic Images and Semantic SegmentationCode0
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional FiltersCode0
Curriculum Prompting Foundation Models for Medical Image SegmentationCode0
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationCode0
Learning Video Object Segmentation from Static ImagesCode0
An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image SegmentationCode0
A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s AlphaCode0
An expert-driven data generation pipeline for histological imagesCode0
Hierarchical Superpixel Segmentation via Structural Information TheoryCode0
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor SegmentationCode0
HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective PriorsCode0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric dataCode0
Curriculum Learning for Recurrent Video Object SegmentationCode0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationCode0
Higher Order Conditional Random Fields in Deep Neural NetworksCode0
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation ModelCode0
4D Generic Video Object ProposalsCode0
Higher-Order Ratio Cycles for Fast and Globally Optimal Shape MatchingCode0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
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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