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Semantic Segmentation

Papers

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Showing 11051–11100 of 14763 papers

TitleStatusHype
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning—0
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images—0
Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural EigenspaceCode0
Self-supervised Segmentation via Background Inpainting—0
After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph GenerationCode0
EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN ScenesCode0
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation—0
Automatic Brain Tumor Segmentation with Scale Attention NetworkCode0
Self-Supervised Learning for Biological Sample Localization in 3D Tomographic Images—0
Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation—0
Multi-layer Feature Aggregation for Deep Scene Parsing Models—0
A deep learning classifier for local ancestry inferenceCode0
Distribution-aware Margin Calibration for Medical Image Segmentation—0
Learning Representations from Audio-Visual Spatial Alignment—0
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds—0
Towards Map-Based Validation of Semantic Segmentation Masks—0
Recyclable Waste Identification Using CNN Image Recognition and Gaussian Clustering—0
Reducing the Annotation Effort for Video Object Segmentation Datasets—0
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation—0
U-Net and its variants for medical image segmentation: theory and applications—0
Highway Driving Dataset for Semantic Video Segmentation—0
Real-time Semantic Segmentation with Context Aggregation Network—0
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis—0
Actor and Action Modular Network for Text-based Video Segmentation—0
ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis—0
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide ImagesCode0
Convolution Neural Networks for Semantic Segmentation: Application to Small Datasets of Biomedical Images—0
Self-paced and self-consistent co-training for semi-supervised image segmentationCode0
(Un)Masked COVID-19 Trends from Social Media—0
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples—0
Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection—0
Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds—0
Differentiable Channel Sparsity Search via Weight Sharing within Filters—0
Quasi-spectral characterization of intracellular regions in bright-field light microscopy images—0
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index—0
VoteNet++: Registration Refinement for Multi-Atlas Segmentation—0
Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles—0
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection—0
Lane detection in complex scenes based on end-to-end neural network—0
Coherent Loss: A Generic Framework for Stable Video Segmentation—0
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions—0
Segmentation of the cortical plate in fetal brain MRI with a topological loss—0
Posterior Re-calibration for Imbalanced DatasetsCode0
Task-Adaptive Feature Transformer for Few-Shot Segmentation—0
Learning to Sort Image Sequences via Accumulated Temporal Differences—0
Efficient Scale-Permuted Backbone with Learned Resource Distribution—0
2nd Place Solution to Instance Segmentation of IJCAI 3D AI Challenge 2020—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training—0
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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