| A modular U-Net for automated segmentation of X-ray tomography images in composite materials | Jul 15, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis | Jul 13, 2021 | 2D Semantic SegmentationDepth Estimation | —Unverified | 0 |
| IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual Enhancement | Jun 29, 2021 | 2D Semantic Segmentation3D Semantic Scene Completion | —Unverified | 0 |
| DeepIndices: Remote Sensing Indices Based on Approximation of Functions through Deep-Learning, Application to Uncalibrated Vegetation Images | Jun 11, 2021 | 2D Semantic Segmentationobject-detection | CodeCode Available | 0 |
| SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | May 31, 2021 | 2D Semantic SegmentationC++ code | CodeCode Available | 1 |
| Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network | May 23, 2021 | 2D Semantic SegmentationDecoder | CodeCode Available | 0 |
| BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images | May 16, 2021 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| PillarSegNet: Pillar-based Semantic Grid Map Estimation using Sparse LiDAR Data | May 10, 2021 | 2D Semantic SegmentationSegmentation | —Unverified | 0 |
| Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI | May 9, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 |
| Self-Improving Semantic Perception for Indoor Localisation | May 4, 2021 | 2D Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| What is it Like to Be a Bot: Simulated, Situated, Structurally Coherent Qualia (S3Q) Theory of Consciousness | Mar 13, 2021 | 2D Human Pose Estimation2D Object Detection | —Unverified | 0 |
| 3D Guided Weakly Supervised Semantic Segmentation | Dec 1, 2020 | 2D Semantic SegmentationSegmentation | —Unverified | 0 |
| Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery | Oct 27, 2020 | 2D Semantic SegmentationBuilding Damage Assessment | —Unverified | 0 |
| Virtual Multi-view Fusion for 3D Semantic Segmentation | Jul 26, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 |
| Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion | Apr 12, 2020 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| Attention-based Multi-modal Fusion Network for Semantic Scene Completion | Mar 31, 2020 | 2D Semantic Segmentation3D Semantic Scene Completion | —Unverified | 0 |
| 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation | Feb 25, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images | Dec 21, 2019 | 2D Semantic SegmentationDeep Learning | —Unverified | 0 |
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| Encoder-Decoder based CNN and Fully Connected CRFs for Remote Sensed Image Segmentation | Oct 14, 2019 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
| Multi-Class Part Parsing With Joint Boundary-Semantic Awareness | Oct 1, 2019 | 2D Semantic Segmentation | —Unverified | 0 |
| See and Think: Disentangling Semantic Scene Completion | Dec 1, 2018 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 0 |
| OrthoSeg: A Deep Multimodal Convolutional Neural Network for Semantic Segmentation of Orthoimagery | Nov 19, 2018 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
| Normalization in Training U-Net for 2D Biomedical Semantic Segmentation | Sep 11, 2018 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 |
| Unified Perceptual Parsing for Scene Understanding | Jul 26, 2018 | 2D Semantic SegmentationScene Understanding | CodeCode Available | 1 |
| A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds | Oct 3, 2017 | 2D Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| Rethinking Atrous Convolution for Semantic Image Segmentation | Jun 17, 2017 | 2D Semantic SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
