| A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels | Sep 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineages | Aug 24, 2022 | Cell TrackingEvent Detection | CodeCode Available | 1 |
| PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation | Aug 11, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition | Jul 29, 2022 | Handwritten Chinese Text RecognitionLine Detection | CodeCode Available | 1 |
| OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation | Jul 25, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance | Jul 1, 2022 | AttributeRelational Reasoning | CodeCode Available | 1 |
| Feature Re-calibration based Multiple Instance Learning for Whole Slide Image Classification | Jun 22, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Hyperspherical Consistency Regularization | Jun 2, 2022 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Transformer based multiple instance learning for weakly supervised histopathology image segmentation | May 18, 2022 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning | May 1, 2022 | Weakly-supervised Learning | CodeCode Available | 1 |
| ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision | Apr 14, 2022 | DenoisingWeakly-supervised Learning | CodeCode Available | 1 |
| From 2D Images to 3D Model:Weakly Supervised Multi-View Face Reconstruction with Deep Fusion | Apr 8, 2022 | 3D Face ReconstructionFace Model | CodeCode Available | 1 |
| Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes | Apr 1, 2022 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Acknowledging the Unknown for Multi-label Learning with Single Positive Labels | Mar 30, 2022 | Multi-Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning | Mar 18, 2022 | Weakly-supervised Learning | CodeCode Available | 1 |
| Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios | Mar 7, 2022 | Human Behavior ForecastingWeakly-supervised Learning | CodeCode Available | 1 |
| Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks | Feb 22, 2022 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training | Feb 16, 2022 | Representation LearningSegmentation | CodeCode Available | 1 |
| Revisiting Weakly Supervised Pre-Training of Visual Perception Models | Jan 20, 2022 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 1 |
| Decoupling Makes Weakly Supervised Local Feature Better | Jan 8, 2022 | Camera LocalizationImage Matching | CodeCode Available | 1 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions | Oct 7, 2021 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Weak Novel Categories without Tears: A Survey on Weak-Shot Learning | Oct 6, 2021 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation | Sep 9, 2021 | DecoderDialogue Generation | CodeCode Available | 1 |
| eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges | Jul 13, 2021 | DiversitySelf-Supervised Learning | CodeCode Available | 1 |
| Open-set Label Noise Can Improve Robustness Against Inherent Label Noise | Jun 21, 2021 | Learning with noisy labelsOut-of-Distribution Detection | CodeCode Available | 1 |
| Leveraged Weighted Loss for Partial Label Learning | Jun 10, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Knodle: Modular Weakly Supervised Learning with PyTorch | Apr 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation | Apr 20, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Exploring Visual Engagement Signals for Representation Learning | Apr 15, 2021 | Bias DetectionEmotion Recognition | CodeCode Available | 1 |
| SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks | Apr 7, 2021 | 3D Human ReconstructionWeakly-supervised Learning | CodeCode Available | 1 |
| Weakly supervised segmentation with cross-modality equivariant constraints | Apr 6, 2021 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| Relation-aware Instance Refinement for Weakly Supervised Visual Grounding | Mar 24, 2021 | ObjectRelation | CodeCode Available | 1 |
| Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation | Mar 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Weakly Supervised Learning of Rigid 3D Scene Flow | Feb 17, 2021 | Autonomous DrivingScene Flow Estimation | CodeCode Available | 1 |
| Disambiguation of weak supervision with exponential convergence rates | Feb 4, 2021 | BIG-bench Machine LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Learning by Fixing: Solving Math Word Problems with Weak Supervision | Dec 19, 2020 | MathWeakly-supervised Learning | CodeCode Available | 1 |
| Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning | Dec 8, 2020 | Fake News DetectionWeakly-supervised Learning | 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 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Weakly Supervised 3D Object Detection from Point Clouds | Jul 28, 2020 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks | Jun 16, 2020 | Graph Neural NetworkHuman-Object Interaction Detection | CodeCode Available | 1 |
| AmbigQA: Answering Ambiguous Open-domain Questions | Apr 22, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision | Apr 14, 2020 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 1 |
