| Multi-Scenario Reasoning: Unlocking Cognitive Autonomy in Humanoid Robots for Multimodal Understanding | Dec 29, 2024 | Experimental DesignSelf-Learning | —Unverified | 0 |
| Digital Transformation in Switzerland: The Current State and Expectations | Dec 17, 2024 | DescriptiveSelf-Learning | —Unverified | 0 |
| A Self-Learning Multimodal Approach for Fake News Detection | Dec 8, 2024 | Contrastive LearningFake News Detection | —Unverified | 0 |
| Leveraging Ensemble-Based Semi-Supervised Learning for Illicit Account Detection in Ethereum DeFi Transactions | Dec 3, 2024 | Outlier DetectionSelf-Learning | —Unverified | 0 |
| KBAlign: Efficient Self Adaptation on Specific Knowledge Bases | Nov 22, 2024 | Question AnsweringRAG | CodeCode Available | 0 |
| Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification | Nov 7, 2024 | ArticlesDeep Learning | —Unverified | 0 |
| Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games | Oct 30, 2024 | Decision MakingSelf-Learning | —Unverified | 0 |
| Semi-Supervised Self-Learning Enhanced Music Emotion Recognition | Oct 29, 2024 | Emotion RecognitionMusic Emotion Recognition | —Unverified | 0 |
| AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels | Oct 26, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 0 |
| Optimizing Hearthstone Agents using an Evolutionary Algorithm | Oct 25, 2024 | Card GamesDecision Making | CodeCode Available | 0 |
| SMART: Self-learning Meta-strategy Agent for Reasoning Tasks | Oct 21, 2024 | GSM8KSelf-Learning | CodeCode Available | 0 |
| Quantity vs. Quality of Monolingual Source Data in Automatic Text Translation: Can It Be Too Little If It Is Too Good? | Oct 17, 2024 | Low Resource NMTNMT | —Unverified | 0 |
| Self-Organizing Recurrent Stochastic Configuration Networks for Nonstationary Data Modelling | Oct 14, 2024 | Self-Learning | —Unverified | 0 |
| NusaMT-7B: Machine Translation for Low-Resource Indonesian Languages with Large Language Models | Oct 10, 2024 | Machine TranslationNMT | —Unverified | 0 |
| SELU: Self-Learning Embodied MLLMs in Unknown Environments | Oct 4, 2024 | Decision MakingSelf-Learning | —Unverified | 0 |
| Towards Full-parameter and Parameter-efficient Self-learning For Endoscopic Camera Depth Estimation | Oct 1, 2024 | Depth EstimationSelf-Learning | —Unverified | 0 |
| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity | May 12, 2024 | Model OptimizationSelf-Learning | —Unverified | 0 |
| Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction | May 9, 2024 | Clusteringenergy management | —Unverified | 0 |
| Dynamic Against Dynamic: An Open-set Self-learning Framework | Apr 27, 2024 | Open Set LearningSelf-Learning | CodeCode Available | 0 |
| Training all-mechanical neural networks for task learning through in situ backpropagation | Apr 23, 2024 | AllSelf-Learning | —Unverified | 0 |
| Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers | Apr 16, 2024 | Code CompletionDecision Making | —Unverified | 0 |
| Navigating the Landscape of Hint Generation Research: From the Past to the Future | Apr 6, 2024 | Hint GenerationSelf-Learning | —Unverified | 0 |
| Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits | Mar 28, 2024 | Self-LearningSelf-Supervised Learning | —Unverified | 0 |
| Self-learning Canonical Space for Multi-view 3D Human Pose Estimation | Mar 19, 2024 | 3D geometry3D Human Pose Estimation | —Unverified | 0 |
| Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence | Mar 9, 2024 | Multi-agent Reinforcement LearningSelf-Learning | —Unverified | 0 |
| Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder | Feb 27, 2024 | Brain DecodingEEG | —Unverified | 0 |
| Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling | Feb 22, 2024 | Drug DesignMolecular Docking | —Unverified | 0 |
| Intent Profiling and Translation Through Emergent Communication | Feb 5, 2024 | Self-LearningTranslation | —Unverified | 0 |
| Robust Semi-Supervised Learning for Self-learning Open-World Classes | Jan 15, 2024 | Open-World Semi-Supervised LearningSelf-Learning | CodeCode Available | 0 |
| Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting | Dec 27, 2023 | Contrastive LearningCorrelated Time Series Forecasting | —Unverified | 0 |
| Safety-Enhanced Self-Learning for Optimal Power Converter Control | Dec 7, 2023 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Corporate Bankruptcy Prediction with Domain-Adapted BERT | Dec 6, 2023 | Domain AdaptationLanguage Modeling | —Unverified | 0 |