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Semantic Segmentation

Papers

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Showing 12251–12300 of 14763 papers

TitleStatusHype
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology—0
BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving—0
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation—0
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation—0
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction—0
BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation—0
Beyond Bare Queries: Open-Vocabulary Object Grounding with 3D Scene Graph—0
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation—0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid—0
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation—0
Beyond Grids: Learning Graph Representations for Visual Recognition—0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Beyond mAP: Towards better evaluation of instance segmentation—0
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
Beyond Nearest Neighbor Interpolation in Data Augmentation—0
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation—0
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation—0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models—0
Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics—0
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields—0
Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video—0
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation—0
Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation—0
Be Your Own Prada: Fashion Synthesis with Structural Coherence—0
BezierSeg: Parametric Shape Representation for Fast Object Segmentation in Medical Images—0
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks—0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—0
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation—0
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation—0
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes—0
Bidirectional Graph Reasoning Network for Panoptic Segmentation—0
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis—0
Bi-Directional Relationship Inferring Network for Referring Image Segmentation—0
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation—0
Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation—0
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation—0
Bi-Manual Joint Camera Calibration and Scene Representation—0
Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving—0
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks—0
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis—0
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods—0
Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images—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