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Semantic Segmentation

Papers

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Showing 8251–8300 of 14763 papers

TitleStatusHype
Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation—0
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods—0
Rethinking the editing of generative adversarial networks: a method to estimate editing vectors based on dimension reduction—0
Parsing Line Segments of Floor Plan Images Using Graph Neural Networks—0
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors—0
Adaptive Texture Filtering for Single-Domain Generalized SegmentationCode0
IDA: Informed Domain Adaptive Semantic Segmentation—0
CANet: Context aware network with dual-stream pyramid for medical image segmentationCode0
Exploiting Implicit Rigidity Constraints via Weight-Sharing Aggregation for Scene Flow Estimation from Point CloudsCode0
Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningCode0
Collaborative Learning with a Drone OrchestratorCode0
X^3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection—0
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving—0
Spatial Layout Consistency for 3D Semantic Segmentation—0
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT—0
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic SegmentationCode0
Bayesian Deep Learning for Affordance Segmentation in images—0
Deep-NFA: a Deep a contrario Framework for Small Object Detection—0
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive AffinityCode0
BiSVP: Building Footprint Extraction via Bidirectional Serialized Vertex Prediction—0
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation—0
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Efficient Masked Autoencoders with Self-Consistency—0
Applying Plain Transformers to Real-World Point Clouds—0
Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors—0
Towards Surgical Context Inference and Translation to GesturesCode0
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation—0
One-Shot Video Inpainting—0
Wireless End-to-End Image Transmission System using Semantic Communications—0
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation—0
Soft labelling for semantic segmentation: Bringing coherence to label down-samplingCode0
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic SegmentationCode0
PaRK-Detect: Towards Efficient Multi-Task Satellite Imagery Road Extraction via Patch-Wise Keypoints Detection—0
nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources—0
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information—0
On-Device Unsupervised Image Segmentation—0
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation—0
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis—0
Spatial Bias for Attention-free Non-local Neural Networks—0
COVERED, CollabOratiVE Robot Environment Dataset for 3D Semantic segmentationCode0
A Convolutional Vision Transformer for Semantic Segmentation of Side-Scan Sonar DataCode0
A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image—0
An Iterative Classification and Semantic Segmentation Network for Old Landslide Detection Using High-Resolution Remote Sensing Images—0
Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation—0
Category-level Shape Estimation for Densely Cluttered Objects—0
Patch Network for medical image Segmentation—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