| SPO: Sequential Monte Carlo Policy Optimisation | Feb 12, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 3 |
| KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents | Mar 5, 2024 | HallucinationSelf-Learning | CodeCode Available | 3 |
| Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects | May 26, 2025 | Autonomous DrivingLogical Reasoning | CodeCode Available | 2 |
| Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning | May 27, 2024 | Question AnsweringRAG | CodeCode Available | 2 |
| Discovery of 2D materials using Transformer Network based Generative Design | Jan 14, 2023 | Formation EnergySelf-Learning | CodeCode Available | 2 |
| Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing | Jul 5, 2023 | Deep Reinforcement LearningSelf-Learning | CodeCode Available | 1 |
| DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning | May 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation | Jan 27, 2025 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Domain Adaptation without Source Data | Jul 3, 2020 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning | Nov 21, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Deep reinforcement learning-designed radiofrequency waveform in MRI | May 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| EEG Channel Interpolation Using Deep Encoder-decoder Netwoks | Sep 21, 2020 | DecoderEEG | CodeCode Available | 1 |
| ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks | Feb 15, 2023 | Intrusion DetectionSelf-Learning | CodeCode Available | 1 |
| A universal approximation theorem for nonlinear resistive networks | Dec 22, 2023 | Self-Learning | CodeCode Available | 1 |
| AISecKG: Knowledge Graph Dataset for Cybersecurity Education | Mar 30, 2023 | Active LearningKnowledge Graphs | CodeCode Available | 1 |
| A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings | May 16, 2018 | Cross-Lingual Word EmbeddingsSelf-Learning | CodeCode Available | 1 |
| If your data distribution shifts, use self-learning | Apr 27, 2021 | Domain AdaptationRobust classification | CodeCode Available | 1 |
| 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 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Deep Learning for Anomaly Detection in Log Data: A Survey | Jul 8, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Distributed Online Service Coordination Using Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Doctor Recommendation in Online Health Forums via Expertise Learning | Mar 6, 2022 | Self-Learning | CodeCode Available | 1 |
| Texture-guided Saliency Distilling for Unsupervised Salient Object Detection | Jul 13, 2022 | Objectobject-detection | CodeCode Available | 1 |
