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Semantic Segmentation

Papers

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Showing 5501–5550 of 14763 papers

TitleStatusHype
ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modulesCode0
Macro-Micro Adversarial Network for Human ParsingCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area DelineationCode0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image SegmentationCode0
CloudSegNet: A Deep Network for Nychthemeron Cloud Image SegmentationCode0
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problemsCode0
M2S-RoAD: Multi-Modal Semantic Segmentation for Road Damage Using Camera and LiDAR DataCode0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic SegmentationCode0
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance SegmentationCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
Level set image segmentation with velocity term learned from data with applications to lung nodule segmentationCode0
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-NetCode0
Lucid Data Dreaming for Video Object SegmentationCode0
Lung segmentation with NASNet-Large-Decoder NetCode0
Exploring Temporal Information for Improved Video UnderstandingCode0
Exploring Target Representations for Masked AutoencodersCode0
Exploring Spatial Context for 3D Semantic Segmentation of Point CloudsCode0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature UpsamplingCode0
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image SegmentationCode0
Accelerated Inference in Markov Random Fields via Smooth Riemannian OptimizationCode0
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical ApplicationsCode0
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative AnalysisCode0
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic SegmentationCode0
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual SemanticsCode0
Loss-Calibrated Approximate Inference in Bayesian Neural NetworksCode0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal ImagesCode0
Exploring Models and Data for Image Question AnsweringCode0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on VideoCode0
Low-memory stochastic backpropagation with multi-channel randomized trace estimationCode0
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTsCode0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion TransformerCode0
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
Log-DenseNet: How to Sparsify a DenseNetCode0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
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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