| A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well | Dec 3, 2019 | Self-LearningWord Embeddings | CodeCode Available | 0 | 5 |
| CVABS: Moving Object Segmentation with Common Vector Approach for Videos | Oct 19, 2018 | Self-LearningSemantic Segmentation | CodeCode Available | 0 | 5 |
| Reinforcement Learning of Self Enhancing Camera Image and Signal Processing | Nov 15, 2021 | BlockingData Augmentation | CodeCode Available | 0 | 5 |
| Pushing the Limits of AMR Parsing with Self-Learning | Oct 20, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| Optimizing Hearthstone Agents using an Evolutionary Algorithm | Oct 25, 2024 | Card GamesDecision Making | CodeCode Available | 0 | 5 |
| Model-Free Adaptive Optimal Control of Episodic Fixed-Horizon Manufacturing Processes using Reinforcement Learning | Sep 18, 2018 | Model Predictive ControlQ-Learning | CodeCode Available | 0 | 5 |
| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | Dec 14, 2021 | AMR ParsingData Augmentation | CodeCode Available | 0 | 5 |
| MCTSteg: A Monte Carlo Tree Search-based Reinforcement Learning Framework for Universal Non-additive Steganography | Mar 25, 2021 | Self-Learning | CodeCode Available | 0 | 5 |
| Less Attention is More: Prompt Transformer for Generalized Category Discovery | Jan 1, 2025 | Contrastive LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Fact Checking with Insufficient Evidence | Apr 5, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 | 5 |
| Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? | Jun 17, 2024 | Question AnsweringSelf-Learning | CodeCode Available | 0 | 5 |
| Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search | Nov 28, 2022 | AI AgentSelf-Learning | CodeCode Available | 0 | 5 |
| Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy | May 16, 2018 | Reinforcement LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 | Oct 8, 2019 | Domain AdaptationSelf-Learning | CodeCode Available | 0 | 5 |
| Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation | Sep 1, 2021 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 | 5 |
| KBAlign: Efficient Self Adaptation on Specific Knowledge Bases | Nov 22, 2024 | Question AnsweringRAG | CodeCode Available | 0 | 5 |
| End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning | Feb 4, 2018 | Self-Learning | CodeCode Available | 0 | 5 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Beneficial and Harmful Explanatory Machine Learning | Sep 9, 2020 | BIG-bench Machine LearningSelf-Learning | CodeCode Available | 0 | 5 |
| A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition | Feb 25, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| General solutions for nonlinear differential equations: a rule-based self-learning approach using deep reinforcement learning | May 13, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| Dynamic Against Dynamic: An Open-set Self-learning Framework | Apr 27, 2024 | Open Set LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Back to Basics: Deep Reinforcement Learning in Traffic Signal Control | Sep 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? | Sep 4, 2019 | Bilingual Lexicon InductionSelf-Learning | CodeCode Available | 0 | 5 |
| Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic | Aug 6, 2024 | Multi-Agent Path FindingSelf-Learning | CodeCode Available | 0 | 5 |
| GenRadar: Self-supervised Probabilistic Camera Synthesis based on Radar Frequencies | Jul 19, 2021 | Decision MakingSelf-Learning | CodeCode Available | 0 | 5 |
| Domain Generalization for Mammographic Image Analysis with Contrastive Learning | Apr 20, 2023 | breast density classificationContrastive Learning | —Unverified | 0 | 0 |
| Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review | Oct 20, 2019 | Decision MakingFault Detection | —Unverified | 0 | 0 |
| Does AlphaGo actually play Go? Concerning the State Space of Artificial Intelligence | Dec 13, 2019 | PhilosophySelf-Learning | —Unverified | 0 | 0 |
| Autonomous Golf Putting with Data-Driven and Physics-Based Methods | Nov 15, 2022 | Self-Learning | —Unverified | 0 | 0 |
| A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images | Jun 25, 2021 | ClusteringPrognosis | —Unverified | 0 | 0 |
| DL-DRL: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-UAV | Aug 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Diverse, not Short: A Length-Controlled Self-Learning Framework for Improving Response Diversity of Language Models | May 22, 2025 | DiversitySelf-Learning | —Unverified | 0 | 0 |
| Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation | Jun 20, 2022 | DisentanglementDomain Adaptation | —Unverified | 0 | 0 |
| Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization | Mar 26, 2025 | Bayesian OptimizationSelf-Learning | —Unverified | 0 | 0 |
| A novel plasticity rule can explain the development of sensorimotor intelligence | May 4, 2015 | Self-Learning | —Unverified | 0 | 0 |
| Towards AI Forensics: Did the Artificial Intelligence System Do It? | May 27, 2020 | Self-Learning | —Unverified | 0 | 0 |
| Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems | Aug 12, 2024 | Self-Learning | —Unverified | 0 | 0 |
| Digital Transformation in Switzerland: The Current State and Expectations | Dec 17, 2024 | DescriptiveSelf-Learning | —Unverified | 0 | 0 |
| A Unified Cognitive Learning Framework for Adapting to Dynamic Environment and Tasks | Jun 1, 2021 | Self-Learning | —Unverified | 0 | 0 |
| A Novel Ensemble Learning Approach to Unsupervised Record Linkage | Nov 1, 2017 | Active LearningDiversity | —Unverified | 0 | 0 |
| Dictionary based Approach to Edge Detection | Sep 2, 2015 | Edge DetectionSelf-Learning | —Unverified | 0 | 0 |
| Augmenting Automated Game Testing with Deep Reinforcement Learning | Mar 29, 2021 | Deep Reinforcement LearningFPS Games | —Unverified | 0 | 0 |
| DELTA: degradation-free fully test-time adaptation | Jan 30, 2023 | Self-LearningTest-time Adaptation | —Unverified | 0 | 0 |
| ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation | Jun 19, 2021 | Continual LearningImage Segmentation | —Unverified | 0 | 0 |
| An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation | Aug 9, 2018 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| AI-based Arabic Language and Speech Tutor | Oct 22, 2022 | Multiple-choiceSelf-Learning | —Unverified | 0 | 0 |
| A Comparative Analysis of Deep Reinforcement Learning-enabled Freeway Decision-making for Automated Vehicles | Aug 4, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision | Dec 1, 2019 | object-detectionObject Detection | —Unverified | 0 | 0 |
| DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision | Sep 28, 2019 | object-detectionObject Detection | —Unverified | 0 | 0 |