| 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 |
| 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 |
| Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects | May 26, 2025 | Autonomous DrivingLogical Reasoning | CodeCode Available | 2 |
| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark | Aug 24, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Real-World Single Image Super-Resolution: A Brief Review | Mar 3, 2021 | Computational EfficiencyImage Super-Resolution | CodeCode Available | 1 |
| Improving Word Translation via Two-Stage Contrastive Learning | Nov 16, 2021 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 |
| EEG Channel Interpolation Using Deep Encoder-decoder Netwoks | Sep 21, 2020 | DecoderEEG | CodeCode Available | 1 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 |
| ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection | Sep 19, 2022 | Self-Learning | CodeCode Available | 1 |
| Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation | Sep 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| Improving Word Translation via Two-Stage Contrastive Learning | Mar 15, 2022 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 |
| Distributed Online Service Coordination Using Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-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 |
| Doctor Recommendation in Online Health Forums via Expertise Learning | Mar 6, 2022 | Self-Learning | CodeCode Available | 1 |
| Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning | Nov 21, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 |
| 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 |
| FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-form-gradients | Jan 21, 2025 | FormNumerical Integration | CodeCode Available | 1 |
| ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning | Oct 2, 2024 | Self-Learning | CodeCode Available | 1 |
| Knowledge Inheritance for Pre-trained Language Models | May 28, 2021 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting | Jun 28, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition | Mar 9, 2023 | Lip ReadingMachine Translation | CodeCode Available | 1 |
| Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer | Oct 7, 2020 | Knowledge Base ConstructionKnowledge Graph Completion | CodeCode Available | 1 |
| Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing | Apr 20, 2023 | Cell Segmentationobject-detection | CodeCode Available | 1 |
| Learning Program Synthesis for Integer Sequences from Scratch | Feb 24, 2022 | Program SynthesisSelf-Learning | CodeCode Available | 1 |
| AISecKG: Knowledge Graph Dataset for Cybersecurity Education | Mar 30, 2023 | Active LearningKnowledge Graphs | CodeCode Available | 1 |
| Texture-guided Saliency Distilling for Unsupervised Salient Object Detection | Jul 13, 2022 | Objectobject-detection | CodeCode Available | 1 |
| A universal approximation theorem for nonlinear resistive networks | Dec 22, 2023 | Self-Learning | 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 |
| Deep reinforcement learning-designed radiofrequency waveform in MRI | May 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning | Nov 20, 2023 | Objectobject-detection | CodeCode Available | 1 |
| ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks | Feb 15, 2023 | Intrusion DetectionSelf-Learning | CodeCode Available | 1 |
| If your data distribution shifts, use self-learning | Apr 27, 2021 | Domain AdaptationRobust classification | 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 |
| DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning | May 26, 2022 | Deep Reinforcement Learningreinforcement-learning | 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 |
| 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 |
| GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering | Feb 27, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| GMML is All you Need | May 30, 2022 | AllData Augmentation | CodeCode Available | 1 |
| Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking | Jun 17, 2024 | BenchmarkingDemand Forecasting | CodeCode Available | 1 |
| Domain Adaptation without Source Data | Jul 3, 2020 | AttributeDomain Adaptation | CodeCode Available | 1 |
| 3DPortraitGAN: Learning One-Quarter Headshot 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses | Jul 27, 2023 | Self-Learning | CodeCode Available | 1 |
| Into the Unknown: Self-Learning Large Language Models | Feb 14, 2024 | HallucinationSelf-Learning | CodeCode Available | 1 |
