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Semantic Segmentation

Papers

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Showing 10851–10900 of 14763 papers

TitleStatusHype
SCAN: Sequence-character Aware Network for Text RecognitionCode0
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction—0
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsCode0
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation—0
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos—0
A Robust Illumination-Invariant Camera System for Agricultural Applications—0
CAP: Context-Aware Pruning for Semantic-Segmentation—0
CAP-Context-Aware-Pruning-for-Semantic-Segmentation—0
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems—0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation—0
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning—0
Weakly Supervised Multi-Object Tracking and Segmentation—0
ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations—0
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
Scribble-Supervised Semantic Segmentation Inference—0
The Card Shuffling Hypotheses: Building a Time and Memory Efficient Graph Convolutional Network—0
Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic SegmentationCode0
PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper ArchitecturesCode0
Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials—0
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVISCode0
Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher—0
Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation—0
X-World: Accessibility, Vision, and Autonomy Meet—0
Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks—0
On the cost of homogeneous network building blocks and parameter sharing—0
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks—0
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images—0
Network-Agnostic Knowledge Transfer from Latent Dataset for Medical Image Segmentation—0
Video Object Segmentation With Dynamic Memory Networks and Adaptive Object AlignmentCode0
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving—0
Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation—0
Pseudo Label-Guided Multi Task Learning for Scene Understanding—0
Weakly Supervised Segmentation of Small Buildings With Point Labels—0
TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series—0
Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation—0
Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations—0
Visual Transformers: Where Do Transformers Really Belong in Vision Models?—0
Aggregation With Feature Detection—0
DJMix: Unsupervised Task-agnostic Augmentation for Improving Robustness—0
Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop—0
Contextual Graph Reasoning Networks—0
Distilling Global and Local Logits With Densely Connected RelationsCode0
EMPIRICAL UPPER BOUND IN OBJECT DETECTION—0
Indirect Supervision to Mitigate Perturbations—0
Cut out the annotator, keep the cutout: better segmentation with weak supervision—0
Ego-Centric Spatial Memory Networks—0
Learning a unified label space—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
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