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Semantic Segmentation

Papers

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Showing 13951–14000 of 14763 papers

TitleStatusHype
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation—0
Exploring OpenStreetMap Availability for Driving Environment Understanding—0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation—0
Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation—0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology—0
Exploring Semantic Segmentation on the DCT Representation—0
Exploring Set Similarity for Dense Self-supervised Representation Learning—0
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation—0
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model—0
Exploring the Effects of Data Augmentation for Drivable Area Segmentation—0
Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation—0
Exploring the Robustness of Human Parsers Towards Common Corruptions—0
Exploring the Sim2Real Gap Using Digital Twins—0
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining—0
Exploring Transformers for Open-world Instance Segmentation—0
Exploring vision transformer layer choosing for semantic segmentation—0
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks—0
Extending nnU-Net is all you need—0
Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice—0
Extracting Semantic Knowledge from GANs with Unsupervised Learning—0
Extracting the Subhalo Mass Function from Strong Lens Images with Image Segmentation—0
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?—0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers—0
Extreme Point Supervised Instance Segmentation—0
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation—0
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation—0
F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation—0
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation—0
Generalized 3D Self-supervised Learning Framework via Prompted Foreground-Aware Feature Contrast—0
Facade Segmentation in the Wild—0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
Face Identification with Second-Order Pooling—0
Face Mask Extraction in Video Sequence—0
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation—0
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types—0
Fair Federated Medical Image Segmentation via Client Contribution Estimation—0
Real-Time Segmentation Networks should be Latency Aware—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks—0
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points—0
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors—0
FakeLocator: Robust Localization of GAN-Based Face Manipulations—0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding—0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation—0
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution—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
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