| Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers | Mar 29, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Enhanced Boundary Learning for Glass-like Object Segmentation | Mar 29, 2021 | DecoderObject | CodeCode Available | 1 |
| PlaneSegNet: Fast and Robust Plane Estimation Using a Single-stage Instance Segmentation CNN | Mar 29, 2021 | Instance SegmentationScene Understanding | —Unverified | 0 |
| Noise Injection-based Regularization for Point Cloud Processing | Mar 28, 2021 | Data AugmentationSemantic Segmentation | —Unverified | 0 |
| Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks | Mar 28, 2021 | 3D Classification3D Instance Segmentation | —Unverified | 0 |
| Instance segmentation with the number of clusters incorporated in embedding learning | Mar 27, 2021 | ClusteringImage Segmentation | —Unverified | 0 |
| Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future | Mar 27, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation | Mar 27, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation | Mar 27, 2021 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| Multimodal Knowledge Expansion | Mar 26, 2021 | DenoisingKnowledge Distillation | CodeCode Available | 1 |
| Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation | Mar 26, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings | Mar 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation | Mar 26, 2021 | Autonomous VehiclesDiversity | —Unverified | 0 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation | Mar 26, 2021 | Graph AttentionSemantic Segmentation | —Unverified | 0 |
| Weakly-supervised Audio-visual Sound Source Detection and Separation | Mar 25, 2021 | Audio Source SeparationDenoising | —Unverified | 0 |
| A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches | Mar 25, 2021 | Articlesimage-classification | —Unverified | 0 |
| Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation | Mar 25, 2021 | FairnessSegmentation | —Unverified | 0 |
| Video Instance Segmentation with a Propose-Reduce Paradigm | Mar 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data | Mar 25, 2021 | Autonomous DrivingFew-Shot Learning | —Unverified | 0 |
| StyleLess layer: Improving robustness for real-world driving | Mar 25, 2021 | Autonomous DrivingSemantic Segmentation | —Unverified | 0 |
| Swin Transformer: Hierarchical Vision Transformer using Shifted Windows | Mar 25, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| Test-Time Training for Deformable Multi-Scale Image Registration | Mar 25, 2021 | Image RegistrationImage Segmentation | —Unverified | 0 |
| Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images | Mar 25, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 |
