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Semantic Segmentation

Papers

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Showing 10351–10400 of 14763 papers

TitleStatusHype
Are conditional GANs explicitly conditional?—0
Fractal Pyramid Networks—0
Residual Moment Loss for Medical Image Segmentation—0
Descriptive Modeling of Textiles using FE Simulations and Deep Learning—0
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation—0
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection—0
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation—0
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation—0
Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation—0
Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net—0
MEAL: Manifold Embedding-based Active Learning—0
A Curriculum-style Self-training Approach for Source-Free Semantic SegmentationCode0
SA-LOAM: Semantic-aided LiDAR SLAM with Loop Closure—0
The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate InferenceCode0
VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning—0
SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving—0
Spatio-Temporal Multi-Task Learning Transformer for Joint Moving Object Detection and Segmentation—0
Trinity: A No-Code AI platform for complex spatial datasets—0
Improving Multi-Modal Learning with Uni-Modal Teachers—0
Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation—0
Large-scale image segmentation based on distributed clustering algorithmsCode0
Distilling effective supervision for robust medical image segmentation with noisy labels—0
Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing Images—0
More than Encoder: Introducing Transformer Decoder to Upsample—0
Uncertainty Reduction for Model Adaptation in Semantic Segmentation—0
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection—0
Video Object Segmentation Using Global and Instance Embedding Learning—0
Unbalanced Feature Transport for Exemplar-based Image Translation—0
Scale-Aware Graph Neural Network for Few-Shot Semantic SegmentationCode0
MSN: Efficient Online Mask Selection Network for Video Instance SegmentationCode0
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models—0
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation—0
Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs—0
LPSNet: A Lightweight Solution for Fast Panoptic Segmentation—0
ColorRL: Reinforced Coloring for End-to-End Instance Segmentation—0
Automated Log-Scale Quantization for Low-Cost Deep Neural Networks—0
Exploit Visual Dependency Relations for Semantic Segmentation—0
Bottom-Up Shift and Reasoning for Referring Image SegmentationCode0
A2-FPN: Attention Aggregation Based Feature Pyramid Network for Instance Segmentation—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation—0
Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction TasksCode0
Hierarchical Lovasz Embeddings for Proposal-Free Panoptic Segmentation—0
ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation—0
Interactive Object Segmentation with Dynamic Click Transform—0
Hidden Patch Attacks for Optical Flow—0
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation—0
Quantized Neural Networks via -1, +1 Encoding Decomposition and AccelerationCode0
Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture—0
Towards Single Stage Weakly Supervised Semantic SegmentationCode0
Trilateral Attention Network for Real-time Medical Image Segmentation—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