| Sim2SG: Sim-to-Real Scene Graph Generation for Transfer Learning | Sep 28, 2020 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Simultaneous identification of linear building dynamic model and disturbance using sparsity-promoting optimization | Nov 17, 2017 | Self-Learning | —Unverified | 0 |
| Sliding Mode Control for Systems with Mismatched Time-Varying Uncertainties via a Self-Learning Disturbance Observer | Mar 21, 2021 | Self-Learning | —Unverified | 0 |
| MCTSteg: A Monte Carlo Tree Search-based Reinforcement Learning Framework for Universal Non-additive Steganography | Mar 25, 2021 | Self-Learning | CodeCode Available | 0 |
| Robust Semi-Supervised Learning for Self-learning Open-World Classes | Jan 15, 2024 | Open-World Semi-Supervised LearningSelf-Learning | CodeCode Available | 0 |
| Model-Free Adaptive Optimal Control of Episodic Fixed-Horizon Manufacturing Processes using Reinforcement Learning | Sep 18, 2018 | Model Predictive ControlQ-Learning | CodeCode Available | 0 |
| Spatial-Geometry Enhanced 3D Dynamic Snake Convolutional Neural Network for Hyperspectral Image Classification | Apr 6, 2025 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 0 |
| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | Dec 14, 2021 | AMR ParsingData Augmentation | CodeCode Available | 0 |
| Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation | Sep 1, 2021 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems | Jan 2, 2021 | Face RecognitionSelf-Learning | CodeCode Available | 0 |
| 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 |
| Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy | May 16, 2018 | Reinforcement LearningSelf-Learning | CodeCode Available | 0 |
| Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification | Sep 2, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 |
| Text Readability Assessment for Second Language Learners | Jun 18, 2019 | Domain AdaptationSelf-Learning | CodeCode Available | 0 |
| Back to Basics: Deep Reinforcement Learning in Traffic Signal Control | Sep 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Consistency Regularization for Domain Adaptation | Aug 23, 2022 | Domain AdaptationSelf-Learning | CodeCode Available | 0 |
| 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 |
| Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection | Nov 27, 2021 | Intrusion DetectionNetwork Intrusion Detection | CodeCode Available | 0 |
| AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels | Oct 26, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 0 |
| Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels | Jul 1, 2022 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning | Feb 4, 2018 | Self-Learning | CodeCode Available | 0 |
| Optimizing Hearthstone Agents using an Evolutionary Algorithm | Oct 25, 2024 | Card GamesDecision Making | CodeCode Available | 0 |
| Dynamic Against Dynamic: An Open-set Self-learning Framework | Apr 27, 2024 | Open Set LearningSelf-Learning | CodeCode Available | 0 |
| CVABS: Moving Object Segmentation with Common Vector Approach for Videos | Oct 19, 2018 | Self-LearningSemantic Segmentation | CodeCode Available | 0 |