| ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation | Jan 27, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Deep Video Prior for Video Consistency and Propagation | Jan 27, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 2 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 |
| Class-Aware Adversarial Transformers for Medical Image Segmentation | Jan 26, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers | Jan 26, 2022 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 |
| When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism | Jan 26, 2022 | Image ClassificationObject Detection | CodeCode Available | 2 |
| Improving segmentation of calcified and non-calcified plaques on CCTA-CPR scans via masking of the artery wall | Jan 25, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| Winograd Convolution for Deep Neural Networks: Efficient Point Selection | Jan 25, 2022 | Image SegmentationObject Recognition | —Unverified | 0 |
| Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks | Jan 25, 2022 | Action RecognitionObject | —Unverified | 0 |
| Do Neural Networks for Segmentation Understand Insideness? | Jan 25, 2022 | Image SegmentationRolling Shutter Correction | CodeCode Available | 0 |
| How Low Can We Go? Pixel Annotation for Semantic Segmentation | Jan 25, 2022 | Active LearningSemantic Segmentation | —Unverified | 0 |
| Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation maps | Jan 24, 2022 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| UniFormer: Unifying Convolution and Self-attention for Visual Recognition | Jan 24, 2022 | Image Classificationobject-detection | CodeCode Available | 2 |
| Transformers in Medical Imaging: A Survey | Jan 24, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 3 |
| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| How to scale hyperparameters for quickshift image segmentation | Jan 23, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation | Jan 22, 2022 | Semantic Segmentation | —Unverified | 0 |
| Topological Signal Processing over Generalized Cell Complexes | Jan 22, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation | Jan 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Improving Across-Dataset Brain Tissue Segmentation Using Transformer | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Jan 21, 2022 | BenchmarkingEarth Observation | CodeCode Available | 2 |
| Contrastive and Selective Hidden Embeddings for Medical Image Segmentation | Jan 21, 2022 | Contrastive Learningfeature selection | CodeCode Available | 0 |
| A Comprehensive Study of Vision Transformers on Dense Prediction Tasks | Jan 21, 2022 | Objectobject-detection | —Unverified | 0 |
