| Large-Scale Video Panoptic Segmentation in the Wild: A Benchmark | Jan 1, 2022 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| Partial Class Activation Attention for Semantic Segmentation | Jan 1, 2022 | RelationSegmentation | CodeCode Available | 1 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| MetaGraspNet_v0: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse Synthesis | Dec 29, 2021 | Objectobject-detection | CodeCode Available | 1 |
| MSeg: A Composite Dataset for Multi-domain Semantic Segmentation | Dec 27, 2021 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 |
| PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation | Dec 27, 2021 | Few-Shot LearningPoint Cloud Segmentation | CodeCode Available | 1 |
| Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data | Dec 23, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| TagLab: A human-centric AI system for interactive semantic segmentation | Dec 23, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 |
| Teacher-Student Architecture for Mixed Supervised Lung Tumor Segmentation | Dec 21, 2021 | SegmentationTumor Segmentation | CodeCode Available | 1 |
| MPViT: Multi-Path Vision Transformer for Dense Prediction | Dec 21, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization | Dec 21, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| SOIT: Segmenting Objects with Instance-Aware Transformers | Dec 21, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Lite Vision Transformer with Enhanced Self-Attention | Dec 20, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| Image Segmentation Using Text and Image Prompts | Dec 18, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Search for temporal cell segmentation robustness in phase-contrast microscopy videos | Dec 16, 2021 | Cell SegmentationSegmentation | CodeCode Available | 1 |
| Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation | Dec 16, 2021 | Feature ImportanceScene Understanding | CodeCode Available | 1 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 |
| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Training a deep learning model for single-cell segmentation without manual annotation | Dec 14, 2021 | Cell SegmentationSegmentation | CodeCode Available | 1 |
| Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation | Dec 14, 2021 | Saliency DetectionSegmentation | CodeCode Available | 1 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics | Dec 10, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Implicit Feature Refinement for Instance Segmentation | Dec 9, 2021 | Instance SegmentationObject Recognition | CodeCode Available | 1 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 |
