| NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification | May 22, 2025 | 2D Semantic SegmentationActivity Prediction | CodeCode Available | 5 | 5 |
| Wavelet Convolutions for Large Receptive Fields | Jul 8, 2024 | 2D Object Detection2D Semantic Segmentation | CodeCode Available | 4 | 5 |
| ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model | Apr 4, 2024 | 2D Semantic SegmentationAttribute | CodeCode Available | 4 | 5 |
| SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks | Jan 28, 2024 | 2D Semantic SegmentationDecoder | CodeCode Available | 2 | 5 |
| Neural 3D Scene Reconstruction with the Manhattan-world Assumption | May 5, 2022 | 2D Semantic Segmentation3D Reconstruction | CodeCode Available | 2 | 5 |
| Masked-attention Mask Transformer for Universal Image Segmentation | Dec 2, 2021 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 2 | 5 |
| Unified Perceptual Parsing for Scene Understanding | Jul 26, 2018 | 2D Semantic SegmentationScene Understanding | CodeCode Available | 1 | 5 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 | 5 |
| S^2-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation | Jun 15, 2022 | 2D Semantic SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer | Mar 30, 2023 | 2D Semantic Segmentation3D Object Detection | CodeCode Available | 1 | 5 |
| Automating cell counting in fluorescent microscopy through deep learning with c-ResUnet | Nov 25, 2021 | 2D Semantic SegmentationObject Counting | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion | Apr 12, 2020 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 | 5 |
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 | 5 |
| Self-Improving Semantic Perception for Indoor Localisation | May 4, 2021 | 2D Semantic SegmentationContinual Learning | CodeCode Available | 1 | 5 |
| CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains | Jun 16, 2022 | 2D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | May 31, 2021 | 2D Semantic SegmentationC++ code | CodeCode Available | 1 | 5 |
| Satellite Image Semantic Segmentation | Oct 12, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Virtual Multi-view Fusion for 3D Semantic Segmentation | Jul 26, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Rethinking Atrous Convolution for Semantic Image Segmentation | Jun 17, 2017 | 2D Semantic SegmentationDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave Radar | Jul 14, 2023 | 2D Semantic SegmentationAutonomous Navigation | CodeCode Available | 1 | 5 |
| Novel Class Discovery for 3D Point Cloud Semantic Segmentation | Mar 21, 2023 | 2D Semantic SegmentationNovel Class Discovery | CodeCode Available | 1 | 5 |
| Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks | Aug 2, 2021 | 2D Semantic SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| Interior Attention-Aware Network for Infrared Small Target Detection | Mar 30, 2022 | 2D Object Detection2D Semantic Segmentation | CodeCode Available | 1 | 5 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 | 5 |
| SWRNet: A Deep Learning Approach for Small Surface Water Area Recognition Onboard Satellite | Oct 27, 2023 | 2D Semantic Segmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| CANet: Context aware network with dual-stream pyramid for medical image segmentation | Mar 5, 2023 | 2D Semantic SegmentationDecoder | CodeCode Available | 0 | 5 |
| COVIR: A virtual rendering of a novel NN architecture O-Net for COVID-19 Ct-scan automatic lung lesions segmentation | May 15, 2022 | 2D Semantic SegmentationCOVID-19 Diagnosis | CodeCode Available | 0 | 5 |
| 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 | 5 |
| FLOAT: Factorized Learning of Object Attributes for Improved Multi-object Multi-part Scene Parsing | Mar 30, 2022 | 2D Semantic SegmentationObject | CodeCode Available | 0 | 5 |
| Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas Imaging | Apr 16, 2024 | 2D Semantic SegmentationDecoder | CodeCode Available | 0 | 5 |
| Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network | Apr 17, 2022 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 0 | 5 |
| Mci-net: multi-scale context integrated network for liver ct image segmentation | May 3, 2023 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labels | Feb 8, 2022 | 2D Semantic Segmentationimage-classification | CodeCode Available | 0 | 5 |
| Microstructural segmentation using a union of attention guided U-Net models with different color transformed images | Apr 7, 2023 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation | Nov 30, 2023 | 2D Semantic SegmentationAutonomous Driving | CodeCode Available | 0 | 5 |
| Normalization in Training U-Net for 2D Biomedical Semantic Segmentation | Sep 11, 2018 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Realtime Global Attention Network for Semantic Segmentation | Dec 24, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature Fusion | Apr 8, 2025 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| See and Think: Disentangling Semantic Scene Completion | Dec 1, 2018 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 0 | 5 |
| Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images | Jan 25, 2022 | 2D Semantic SegmentationComputational Efficiency | CodeCode Available | 0 | 5 |
| Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network | May 23, 2021 | 2D Semantic SegmentationDecoder | CodeCode Available | 0 | 5 |
| Semantic Segmentation with High Inference Speed in Off-Road Environments | Apr 10, 2023 | 2D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI | May 9, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Utilizing Neural Networks for Semantic Segmentation on RGB/LiDAR Fused Data for Off-road Autonomous Military Vehicle Perception | Apr 10, 2023 | 2D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments | Nov 10, 2024 | 2D Semantic SegmentationAutonomous Navigation | —Unverified | 0 | 0 |
