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Semantic Segmentation

Papers

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Showing 10751–10800 of 14763 papers

TitleStatusHype
Learning Object Placement by Inpainting for Compositional Data Augmentation—0
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks—0
Learning Ordinality in Semantic Segmentation—0
Learning Part Segmentation from Synthetic Animals—0
Learning Personalized Modular Network Guided by Structured Knowledge—0
Learning Pixel Representations for Generic Segmentation—0
Learning Pixel Trajectories with Multiscale Contrastive Random Walks—0
Learning Pixel-wise Labeling from the Internet without Human Interaction—0
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation—0
Learning pose variations within shape population by constrained mixtures of factor analyzers—0
Learning Position and Target Consistency for Memory-based Video Object Segmentation—0
Learning Probabilistic Topological Representations Using Discrete Morse Theory—0
Learning Propagation for Arbitrarily-structured Data—0
Learning Pseudo-Relations for Cross-domain Semantic Segmentation—0
Learning random-walk label propagation for weakly-supervised semantic segmentation—0
Learning Referring Video Object Segmentation from Weak Annotation—0
Learning Representations from Audio-Visual Spatial Alignment—0
Learning Rich Representations For Structured Visual Prediction Tasks—0
Learning Segmentation Masks with the Independence Prior—0
Learning Semantic Neural Tree for Human Parsing—0
Learning Semantic Segmentation from Multiple Datasets with Label Shifts—0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach—0
Learning Semantic Segmentation with Diverse Supervision—0
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy—0
Learning Shape-Aware Embedding for Scene Text Detection—0
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation—0
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images—0
Visual Similarity Attention—0
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks—0
Learning Spatial-Semantic Features for Robust Video Object Segmentation—0
Learning Stixel-based Instance Segmentation—0
Learning Structured Output Representations from Attributes using Deep Conditional Generative Models—0
Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation—0
Learning the What and How of Annotation in Video Object Segmentation—0
Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation—0
Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization—0
Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos—0
Learning to Complete Object Shapes for Object-level Mapping in Dynamic Scenes—0
Learning to decompose for object detection and instance segmentation—0
Learning to detect cloud and snow in remote sensing images from noisy labels—0
Learning to Detect Every Thing in an Open World—0
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation—0
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization—0
Learning to Fuse Things and Stuff—0
Learning to Group Objects—0
Learning to Infer Kinematic Hierarchies for Novel Object Instances—0
Learning to Label Affordances from Simulated and Real Data—0
Learning to Learn Unlearned Feature for Brain Tumor Segmentation—0
Learning to Look around Objects for Top-View Representations of Outdoor Scenes—0
Learning to Optimally Segment Point Clouds—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
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