| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 |
| Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation | Sep 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems | Sep 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Enhancing Data Quality through Self-learning on Imbalanced Financial Risk Data | Sep 15, 2024 | DiversityFraud Detection | —Unverified | 0 |
| Contrastive Federated Learning with Tabular Data Silos | Sep 10, 2024 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Large-Scale Few-Shot Classification with Semi-supervised Hierarchical k-Probabilistic PCAs | Sep 9, 2024 | ClassificationRepresentation Learning | —Unverified | 0 |
| EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels | Sep 9, 2024 | Depth EstimationSelf-Learning | CodeCode Available | 1 |
| Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors | Aug 22, 2024 | Keyword SpottingSelf-Learning | CodeCode Available | 1 |
| Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems | Aug 12, 2024 | Self-Learning | —Unverified | 0 |
| Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems | Aug 12, 2024 | Self-LearningTransfer Learning | —Unverified | 0 |
| FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs | Aug 9, 2024 | ChatbotHallucination | —Unverified | 0 |
| Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic | Aug 6, 2024 | Multi-Agent Path FindingSelf-Learning | CodeCode Available | 0 |
| A Semi-supervised Fake News Detection using Sentiment Encoding and LSTM with Self-Attention | Jul 27, 2024 | Fake News DetectionSelf-Learning | —Unverified | 0 |
| Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models | Jul 17, 2024 | Self-Learning | —Unverified | 0 |
| Fine-grained large-scale content recommendations for MSX sellers | Jul 9, 2024 | feature selectionRecommendation Systems | —Unverified | 0 |
| Can machine learning solve the challenge of adaptive learning and the individualization of learning paths? A field experiment in an online learning platform | Jul 3, 2024 | Self-Learning | —Unverified | 0 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Research on Autonomous Robots Navigation based on Reinforcement Learning | Jul 2, 2024 | Autonomous NavigationDecision Making | —Unverified | 0 |
| USLC: Universal Self-Learning Control via Physical Performance Policy-Optimization Neural Network | Jun 26, 2024 | Self-Learning | —Unverified | 0 |
| Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking | Jun 17, 2024 | BenchmarkingDemand Forecasting | CodeCode Available | 1 |
| Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? | Jun 17, 2024 | Question AnsweringSelf-Learning | CodeCode Available | 0 |
| GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks | Jun 14, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems | Jun 14, 2024 | Self-Learning | —Unverified | 0 |
| SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation | May 28, 2024 | Change DetectionContrastive Learning | CodeCode Available | 1 |
| Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning | May 27, 2024 | Question AnsweringRAG | CodeCode Available | 2 |