| NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification | May 22, 2025 | 2D Semantic SegmentationActivity Prediction | CodeCode Available | 5 |
| Wavelet Convolutions for Large Receptive Fields | Jul 8, 2024 | 2D Object Detection2D Semantic Segmentation | CodeCode Available | 4 |
| ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model | Apr 4, 2024 | 2D Semantic SegmentationAttribute | CodeCode Available | 4 |
| Neural 3D Scene Reconstruction with the Manhattan-world Assumption | May 5, 2022 | 2D Semantic Segmentation3D Reconstruction | CodeCode Available | 2 |
| 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 |
| Masked-attention Mask Transformer for Universal Image Segmentation | Dec 2, 2021 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 2 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Self-Improving Semantic Perception for Indoor Localisation | May 4, 2021 | 2D Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | May 31, 2021 | 2D Semantic SegmentationC++ code | CodeCode Available | 1 |
| Satellite Image Semantic Segmentation | Oct 12, 2021 | 2D Semantic SegmentationSegmentation | 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 |
| Rethinking Atrous Convolution for Semantic Image Segmentation | Jun 17, 2017 | 2D Semantic SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 |
| 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 |
| Novel Class Discovery for 3D Point Cloud Semantic Segmentation | Mar 21, 2023 | 2D Semantic SegmentationNovel Class Discovery | CodeCode Available | 1 |
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| Virtual Multi-view Fusion for 3D Semantic Segmentation | Jul 26, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| 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 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 |
| Unified Perceptual Parsing for Scene Understanding | Jul 26, 2018 | 2D Semantic SegmentationScene Understanding | CodeCode Available | 1 |
| 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 |
| 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 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 |
| SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer | Mar 30, 2023 | 2D Semantic Segmentation3D Object Detection | CodeCode Available | 1 |
| Automating cell counting in fluorescent microscopy through deep learning with c-ResUnet | Nov 25, 2021 | 2D Semantic SegmentationObject Counting | CodeCode Available | 1 |
| 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 |
| 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 |
| Interior Attention-Aware Network for Infrared Small Target Detection | Mar 30, 2022 | 2D Object Detection2D Semantic Segmentation | CodeCode Available | 1 |
| 2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation | Nov 27, 2023 | 2D Semantic Segmentation3D Semantic Segmentation | —Unverified | 0 |
| 3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation | May 6, 2025 | 2D Semantic Segmentation3D Semantic Segmentation | —Unverified | 0 |
| 3D Face Parsing via Surface Parameterization and 2D Semantic Segmentation Network | Jun 18, 2022 | 2D Semantic SegmentationFace Parsing | —Unverified | 0 |
| 3D Guided Weakly Supervised Semantic Segmentation | Dec 1, 2020 | 2D Semantic SegmentationSegmentation | —Unverified | 0 |
| A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds | Oct 3, 2017 | 2D Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images | Dec 21, 2019 | 2D Semantic SegmentationDeep Learning | —Unverified | 0 |
| Attention-based Multi-modal Fusion Network for Semantic Scene Completion | Mar 31, 2020 | 2D Semantic Segmentation3D Semantic Scene Completion | —Unverified | 0 |
| Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision | Jul 23, 2024 | 2D Semantic Segmentation3D Semantic Segmentation | —Unverified | 0 |
| CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting | May 6, 2025 | 2D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving | Mar 9, 2025 | 2D Semantic Segmentation4D reconstruction | —Unverified | 0 |
| Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery | Oct 27, 2020 | 2D Semantic SegmentationBuilding Damage Assessment | —Unverified | 0 |
| Encoder-Decoder based CNN and Fully Connected CRFs for Remote Sensed Image Segmentation | Oct 14, 2019 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
| Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments | Nov 10, 2024 | 2D Semantic SegmentationAutonomous Navigation | —Unverified | 0 |
| Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers | Mar 8, 2022 | 2D Semantic Segmentation3D Reconstruction | —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 |
| M^33D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding | Sep 26, 2023 | 2D Semantic SegmentationAction Detection | —Unverified | 0 |
| MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis | Jul 13, 2021 | 2D Semantic SegmentationDepth Estimation | —Unverified | 0 |
| MOSE: Monocular Semantic Reconstruction Using NeRF-Lifted Noisy Priors | Sep 21, 2024 | 2D Semantic Segmentation3D Semantic Segmentation | —Unverified | 0 |
| Multi-Class Part Parsing With Joint Boundary-Semantic Awareness | Oct 1, 2019 | 2D Semantic Segmentation | —Unverified | 0 |
| Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection | Dec 10, 2022 | 2D Semantic Segmentation3D Object Detection | —Unverified | 0 |
| Neural Field Conditioning Strategies for 2D Semantic Segmentation | Apr 12, 2023 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
| OrthoSeg: A Deep Multimodal Convolutional Neural Network for Semantic Segmentation of Orthoimagery | Nov 19, 2018 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
