| Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection | Jul 20, 2023 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| Exploring Visual Engagement Signals for Representation Learning | Apr 15, 2021 | Bias DetectionEmotion Recognition | CodeCode Available | 1 | 5 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 | 5 |
| Feature Re-calibration based Multiple Instance Learning for Whole Slide Image Classification | Jun 22, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| AmbigQA: Answering Ambiguous Open-domain Questions | Apr 22, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set | Mar 20, 2019 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Single-Image HDR Reconstruction by Multi-Exposure Generation | Oct 28, 2022 | HDR ReconstructionTone Mapping | CodeCode Available | 1 | 5 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels | Sep 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineages | Aug 24, 2022 | Cell TrackingEvent Detection | CodeCode Available | 1 | 5 |
| eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges | Jul 13, 2021 | DiversitySelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Combating noisy labels by agreement: A joint training method with co-regularization | Mar 5, 2020 | DiversityImage Classification | CodeCode Available | 1 | 5 |
| Hyperspherical Consistency Regularization | Jun 2, 2022 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Acknowledging the Unknown for Multi-label Learning with Single Positive Labels | Mar 30, 2022 | Multi-Label LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance | Jul 1, 2022 | AttributeRelational Reasoning | CodeCode Available | 1 | 5 |
| Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection | Jan 24, 2024 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks | Feb 22, 2022 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision | Apr 14, 2020 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 1 | 5 |
| Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training | Feb 16, 2022 | Representation LearningSegmentation | CodeCode Available | 1 | 5 |
| Learning by Fixing: Solving Math Word Problems with Weak Supervision | Dec 19, 2020 | MathWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| A General Framework for Learning from Weak Supervision | Feb 2, 2024 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| DDAM-PS: Diligent Domain Adaptive Mixer for Person Search | Oct 31, 2023 | Domain AdaptationPedestrian Detection | CodeCode Available | 1 | 5 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 | 5 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 | 5 |
| Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty | Nov 14, 2020 | General ClassificationWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Deep Statistical Solver for Distribution System State Estimation | Jan 4, 2023 | State EstimationWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Modeling Video As Stochastic Processes for Fine-Grained Video Representation Learning | Jan 1, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 | 5 |
| Disambiguation of weak supervision with exponential convergence rates | Feb 4, 2021 | BIG-bench Machine LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 | 5 |
| Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection | Apr 9, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Open-set Label Noise Can Improve Robustness Against Inherent Label Noise | Jun 21, 2021 | Learning with noisy labelsOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| A Survey of Label-Efficient Deep Learning for 3D Point Clouds | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition | Jul 29, 2022 | Handwritten Chinese Text RecognitionLine Detection | CodeCode Available | 1 | 5 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 | 5 |
| Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping | Jun 13, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning | Mar 18, 2022 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations | Mar 10, 2023 | Action RecognitionDomain Adaptation | CodeCode Available | 1 | 5 |
| CLImage: Human-Annotated Datasets for Complementary-Label Learning | May 15, 2023 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| Relation-aware Instance Refinement for Weakly Supervised Visual Grounding | Mar 24, 2021 | ObjectRelation | CodeCode Available | 1 | 5 |
| COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation | Oct 4, 2022 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images | Feb 14, 2025 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
