| Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis | Aug 18, 2022 | PrognosisRepresentation Learning | —Unverified | 0 | 0 |
| Towards Robust Incremental Learning under Ambiguous Supervision | Jan 23, 2025 | Incremental LearningPartial Label Learning | —Unverified | 0 | 0 |
| Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals | Nov 20, 2021 | text-classificationText Classification | —Unverified | 0 | 0 |
| A New Weakly Supervised Learning Approach for Real-time Iron Ore Feed Load Estimation | Oct 6, 2021 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Training ASR models by Generation of Contextual Information | Oct 27, 2019 | Decoderspeech-recognition | —Unverified | 0 | 0 |
| Transferable Knowledge-Based Multi-Granularity Aggregation Network for Temporal Action Localization: Submission to ActivityNet Challenge 2021 | Jul 27, 2021 | Action LocalizationTemporal Action Localization | —Unverified | 0 | 0 |
| Transfer learning for multi-center classification of chronic obstructive pulmonary disease | Jan 18, 2017 | ClassificationComputed Tomography (CT) | —Unverified | 0 | 0 |
| Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection | Oct 18, 2022 | Change DetectionHyperparameter Optimization | —Unverified | 0 | 0 |
| Analyzing Differentiable Fuzzy Implications | Jun 4, 2020 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval | Mar 20, 2017 | Optical Character Recognition (OCR)Retrieval | —Unverified | 0 | 0 |
| Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track | Jun 21, 2021 | Action LocalizationOptical Flow Estimation | —Unverified | 0 | 0 |
| ULF: Cross-Validation for Weak Supervision | Jan 16, 2022 | DenoisingWeakly-supervised Learning | —Unverified | 0 | 0 |
| Analysis of Hybrid Compositions in Animation Film with Weakly Supervised Learning | Oct 7, 2024 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Unbiased Risk Estimators Can Mislead: A Case Study of Learning with Complementary Labels | Jul 5, 2020 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming | Oct 15, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency | Jan 1, 2023 | Image SegmentationImage-text matching | —Unverified | 0 | 0 |
| Unified Risk Analysis for Weakly Supervised Learning | Sep 15, 2023 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts | Oct 31, 2021 | ChatbotWeakly-supervised Learning | —Unverified | 0 | 0 |
| Weakly Supervised Scalable Audio Content Analysis | Jun 12, 2016 | Event DetectionMultiple Instance Learning | —Unverified | 0 | 0 |
| WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models | Feb 28, 2022 | Collaborative FilteringRecommendation Systems | —Unverified | 0 | 0 |
| Upgrading the Newsroom: An Automated Image Selection System for News Articles | Apr 23, 2020 | ArticlesImage Retrieval | —Unverified | 0 | 0 |
| User Personalized Satisfaction Prediction via Multiple Instance Deep Learning | Nov 24, 2016 | Deep Learningfeature selection | —Unverified | 0 | 0 |
| Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks | Oct 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm | Jan 30, 2020 | General ClassificationManagement | —Unverified | 0 | 0 |
| WeText: Scene Text Detection under Weak Supervision | Oct 13, 2017 | Scene Text DetectionText Detection | —Unverified | 0 | 0 |