| Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling | Jul 26, 2023 | Classificationdomain classification | CodeCode Available | 1 | 5 |
| Distance Guided Channel Weighting for Semantic Segmentation | Apr 27, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | Jul 1, 2022 | Action Triplet RecognitionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| MMSFormer: Multimodal Transformer for Material and Semantic Segmentation | Sep 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series | Dec 14, 2021 | Panoptic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Multimodal Token Fusion for Vision Transformers | Apr 19, 2022 | 3D Object DetectionImage-to-Image Translation | CodeCode Available | 1 | 5 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Boosting Active Learning via Improving Test Performance | Dec 10, 2021 | Active LearningElectron Tomography | CodeCode Available | 1 | 5 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Directional Connectivity-based Segmentation of Medical Images | Mar 31, 2023 | DisentanglementImage Segmentation | CodeCode Available | 1 | 5 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance | Jul 13, 2024 | 3D Semantic SegmentationLanguage Modelling | CodeCode Available | 1 | 5 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Using deep convolutional neural networks for neonatal brain image segmentation | Mar 26, 2020 | Brain Image SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Multiple Object Stitching for Unsupervised Representation Learning | Jun 9, 2025 | Contrastive LearningObject | CodeCode Available | 1 | 5 |
| Using DUCK-Net for Polyp Image Segmentation | Nov 3, 2023 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation | Jul 2, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation | Mar 25, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation | Apr 3, 2025 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
