| Dilated convolution with learnable spacings | Dec 7, 2021 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images | Dec 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Joint Learning of Localized Representations from Medical Images and Reports | Dec 6, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Reliable Propagation-Correction Modulation for Video Object Segmentation | Dec 6, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation | Dec 6, 2021 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Label-Efficient Semantic Segmentation with Diffusion Models | Dec 6, 2021 | DenoisingSegmentation | CodeCode Available | 1 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| LAVT: Language-Aware Vision Transformer for Referring Image Segmentation | Dec 4, 2021 | DecoderGeneralized Referring Expression Segmentation | CodeCode Available | 1 |
| Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction | Dec 4, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks | Dec 3, 2021 | Change DetectionInductive Bias | CodeCode Available | 1 |
| Incremental Learning in Semantic Segmentation from Image Labels | Dec 3, 2021 | Incremental LearningSegmentation | CodeCode Available | 1 |
| Novel Class Discovery in Semantic Segmentation | Dec 3, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Semantic Segmentation of Legal Documents via Rhetorical Roles | Dec 3, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| PartImageNet: A Large, High-Quality Dataset of Parts | Dec 2, 2021 | Activity RecognitionFew-Shot Learning | CodeCode Available | 1 |
| TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation | Dec 2, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 |
| HRFormer: High-Resolution Vision Transformer for Dense Predict | Dec 1, 2021 | Pose EstimationSemantic Segmentation | CodeCode Available | 1 |
| Container: Context Aggregation Networks | Dec 1, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| Focal Attention for Long-Range Interactions in Vision Transformers | Dec 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 |
| Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning | Dec 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
