| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation | Jan 18, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 | 5 |
| Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation | Oct 15, 2021 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Guided Slot Attention for Unsupervised Video Object Segmentation | Mar 15, 2023 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Open-vocabulary Object Segmentation with Diffusion Models | Jan 12, 2023 | Image SegmentationObject | CodeCode Available | 1 | 5 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 | 5 |
| Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds | Dec 23, 2022 | Multi-Task LearningObject | CodeCode Available | 1 | 5 |
| A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery | Apr 16, 2024 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 | 5 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Oct 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation | May 2, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images | Jan 1, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation | Feb 14, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation | Jul 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Learning Versatile Neural Architectures by Propagating Network Codes | Mar 24, 2021 | Image SegmentationNeural Architecture Search | CodeCode Available | 1 | 5 |
| HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS | Jan 18, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| Harmonic Convolutional Networks based on Discrete Cosine Transform | Jan 18, 2020 | Edge Detectionimage-classification | CodeCode Available | 1 | 5 |
| Hephaestus: A large scale multitask dataset towards InSAR understanding | Apr 20, 2022 | Earth ObservationImage Quality Assessment | CodeCode Available | 1 | 5 |
| AutoFocusFormer: Image Segmentation off the Grid | Apr 24, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation | Dec 23, 2024 | Breast Cancer DetectionDecoder | CodeCode Available | 1 | 5 |
| Learning Where to Learn in Cross-View Self-Supervised Learning | Mar 28, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 | 5 |
| Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation | Mar 20, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation | May 20, 2025 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Cross-view Transformers for real-time Map-view Semantic Segmentation | May 5, 2022 | Bird's-Eye View Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception | May 12, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans | Mar 24, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Harnessing Diffusion Models for Visual Perception with Meta Prompts | Dec 22, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation | Jan 6, 2025 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation | Nov 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics | Dec 20, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| HEAL-SWIN: A Vision Transformer On The Sphere | Jul 14, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation | Jan 1, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation | Aug 1, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 | 5 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 | 5 |
| Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net | Jun 24, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images | Dec 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors | Nov 1, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows | Jul 1, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 | 5 |
| DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks | Sep 23, 2024 | ARCComputational Efficiency | CodeCode Available | 1 | 5 |
| RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving | Jan 24, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| AIM 2020 Challenge on Image Extreme Inpainting | Oct 2, 2020 | Image InpaintingSemantic Segmentation | CodeCode Available | 1 | 5 |
| DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation | Jul 20, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
