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Semantic Segmentation

Papers

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Showing 5051–5100 of 14763 papers

TitleStatusHype
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot SegmentationCode1
Concavity-Induced Distance for Unoriented Point Cloud Decomposition—0
A spatio-temporal network for video semantic segmentation in surgical videos—0
Hyperbolic Active Learning for Semantic Segmentation under Domain ShiftCode1
Balanced Energy Regularization Loss for Out-of-distribution DetectionCode1
Enhanced Masked Image Modeling for Analysis of Dental Panoramic RadiographsCode0
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS—0
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation—0
Towards Better Certified Segmentation via Diffusion ModelsCode0
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic SegmentationCode1
ALP: Action-Aware Embodied Learning for Perception—0
Enhancing Visual Domain Adaptation with Source Preparation—0
Vehicle Occurrence-based Parking Space Detection—0
SSL4EO-L: Datasets and Foundation Models for Landsat ImageryCode4
On Certified Generalization in Structured Prediction—0
Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions—0
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models—0
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion ModelsCode1
Learnable Weight Initialization for Volumetric Medical Image SegmentationCode1
Infinite Photorealistic Worlds using Procedural GenerationCode5
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic SegmentationCode1
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder—0
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded ApplicationsCode0
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation—0
Neural World Models for Computer Vision—0
RRSIS: Referring Remote Sensing Image Segmentation—0
Extending CLIP's Image-Text Alignment to Referring Image Segmentation—0
A Client-server Deep Federated Learning for Cross-domain Surgical Image SegmentationCode0
M^2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation—0
C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation—0
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation—0
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
Efficient 3D Semantic Segmentation with Superpoint TransformerCode2
Compositionally Equivariant Representation Learning—0
Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification—0
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiONCode1
Deep learning for Background Replacement in Video ConferencingCode0
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
AerialFormer: Multi-resolution Transformer for Aerial Image SegmentationCode1
Volume-DROID: A Real-Time Implementation of Volumetric Mapping with DROID-SLAMCode1
Revisiting Token Pruning for Object Detection and Instance SegmentationCode1
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image SegmentationCode1
3rd Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation—0
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks—0
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder—0
Topology-Aware Uncertainty for Image SegmentationCode1
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision TransformersCode2
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms—0
How Object Information Improves Skeleton-based Human Action Recognition in Assembly Tasks—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