| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty | Nov 14, 2020 | General ClassificationWeakly-supervised Learning | CodeCode Available | 1 |
| CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns | Nov 2, 2020 | Image ReconstructionSegmentation | CodeCode Available | 0 |
| Explainable Disease Classification via weakly-supervised segmentation | Aug 24, 2020 | Breast Cancer DetectionClassification | —Unverified | 0 |
| Robustness and Overfitting Behavior of Implicit Background Models | Aug 21, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Fixing Localization Errors to Improve Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation | Aug 1, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation | Aug 1, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Point-to-set distance functions for weakly supervised segmentation | Jul 27, 2020 | ObjectSegmentation | —Unverified | 0 |
| Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images | Jul 10, 2020 | SegmentationWeakly supervised segmentation | —Unverified | 0 |
| Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images | Jul 1, 2020 | Relation NetworkSegmentation | CodeCode Available | 1 |
| OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold | Jun 12, 2020 | Handwriting RecognitionHandwritten Text Recognition | CodeCode Available | 1 |
| ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation | May 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision | Apr 14, 2020 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 1 |
| Manifold-driven Attention Maps for Weakly Supervised Segmentation | Apr 7, 2020 | General ClassificationSegmentation | —Unverified | 0 |
| Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment | Mar 24, 2020 | Weakly supervised segmentationWord Spotting In Handwritten Documents | —Unverified | 0 |
| Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm | Jan 30, 2020 | General ClassificationManagement | —Unverified | 0 |
| Morphological Signature for Improvement of Weakly Supervised Segmentation of Quadriceps Muscles on Magnetic Resonance Imaging Data | Jan 25, 2020 | Data AugmentationMedical Diagnosis | —Unverified | 0 |
| Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation | Nov 5, 2019 | Brain Tumor SegmentationClustering | —Unverified | 0 |
| Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation | Nov 4, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Weakly supervised segmentation from extreme points | Oct 2, 2019 | BIG-bench Machine LearningMedical Image Analysis | —Unverified | 0 |
| Integral Object Mining via Online Attention Accumulation | Oct 1, 2019 | General ClassificationObject | CodeCode Available | 0 |
| CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI | Sep 11, 2019 | DecoderSegmentation | CodeCode Available | 0 |
| Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation | Sep 9, 2019 | Multi-Task LearningSaliency Detection | CodeCode Available | 0 |
| Weakly Supervised Segmentation by A Deep Geodesic Prior | Aug 18, 2019 | Image SegmentationSegmentation | —Unverified | 0 |