| TagLab: A human-centric AI system for interactive semantic segmentation | Dec 23, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Random Point Initialization Approach to Image Segmentation with Variational Level-sets | Dec 23, 2021 | Image SegmentationObject | —Unverified | 0 |
| ELSA: Enhanced Local Self-Attention for Vision Transformer | Dec 23, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks | Dec 23, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier | Dec 23, 2021 | ObjectSemantic Segmentation | —Unverified | 0 |
| High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network | Dec 22, 2021 | Depth EstimationFace Recognition | —Unverified | 0 |
| A Discriminative Single-Shot Segmentation Network for Visual Object Tracking | Dec 22, 2021 | ObjectObject Tracking | —Unverified | 0 |
| MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context | Dec 22, 2021 | DecoderImage Segmentation | CodeCode Available | 0 |
| Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation | Dec 22, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Scaling Open-Vocabulary Image Segmentation with Image-Level Labels | Dec 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization | Dec 21, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation | Dec 21, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning | Dec 21, 2021 | AllFew-Shot Semantic Segmentation | —Unverified | 0 |
| iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images | Dec 21, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| SOIT: Segmenting Objects with Instance-Aware Transformers | Dec 21, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality | Dec 21, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| MPViT: Multi-Path Vision Transformer for Dense Prediction | Dec 21, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Lite Vision Transformer with Enhanced Self-Attention | Dec 20, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| Are Large-scale Datasets Necessary for Self-Supervised Pre-training? | Dec 20, 2021 | DenoisingInstance Segmentation | —Unverified | 0 |
| HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet | Dec 20, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Mask2Former for Video Instance Segmentation | Dec 20, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results | Dec 19, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| TECM: Transfer Learning-based Evidential C-Means Clustering | Dec 19, 2021 | ClusteringImage Segmentation | —Unverified | 0 |
| Anisotropic mesh adaptation for region-based segmentation accounting for image spatial information | Dec 19, 2021 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
