| MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset | Jun 29, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion | Nov 26, 2022 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | Sep 4, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 | 5 |
| 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks | Apr 18, 2019 | 3D Semantic Segmentation4D Spatio Temporal Semantic Segmentation | CodeCode Available | 2 | 5 |
| ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding | Oct 17, 2024 | 3D Semantic SegmentationImage Generation | CodeCode Available | 2 | 5 |
| Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation | Mar 20, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 2 | 5 |
| More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity | Jul 7, 2022 | Object DetectionSemantic Segmentation | CodeCode Available | 2 | 5 |
| Cross Language Image Matching for Weakly Supervised Semantic Segmentation | Mar 5, 2022 | ObjectSemantic Segmentation | CodeCode Available | 2 | 5 |
| Moving Object Segmentation in Point Cloud Data using Hidden Markov Models | Oct 24, 2024 | Semantic Segmentation | CodeCode Available | 2 | 5 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation | Aug 25, 2024 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| Multimodal Information Interaction for Medical Image Segmentation | Apr 25, 2024 | Heart SegmentationImage Segmentation | CodeCode Available | 2 | 5 |
| ASAM: Boosting Segment Anything Model with Adversarial Tuning | May 1, 2024 | Image Segmentationmodel | CodeCode Available | 2 | 5 |
| Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery | Mar 18, 2024 | Instance SegmentationNeRF | CodeCode Available | 2 | 5 |
| Multi-Scale Representations by Varying Window Attention for Semantic Segmentation | Apr 25, 2024 | DecoderSemantic Segmentation | CodeCode Available | 2 | 5 |
| Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation | Dec 23, 2023 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| Neighborhood Attention Transformer | Apr 14, 2022 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| SlicerNNInteractive: A 3D Slicer extension for nnInteractive | Apr 7, 2025 | Image SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model | Feb 5, 2024 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 2 | 5 |
| DaViT: Dual Attention Vision Transformers | Apr 7, 2022 | Computational EfficiencyImage Classification | CodeCode Available | 2 | 5 |
| BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation | Feb 13, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Coordinate Attention for Efficient Mobile Network Design | Mar 4, 2021 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation | Nov 15, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 2 | 5 |
| Occlusion-Aware Instance Segmentation via BiLayer Network Architectures | Aug 8, 2022 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| BEiT: BERT Pre-Training of Image Transformers | Jun 15, 2021 | Document Image ClassificationDocument Layout Analysis | CodeCode Available | 2 | 5 |
