| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection | Sep 19, 2022 | Self-Learning | CodeCode Available | 1 | 5 |
| Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing | Apr 20, 2023 | Cell Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Learning Program Synthesis for Integer Sequences from Scratch | Feb 24, 2022 | Program SynthesisSelf-Learning | CodeCode Available | 1 | 5 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Reinforcement Learning in an Adaptable Chess Environment for Detecting Human-understandable Concepts | Nov 10, 2022 | Autonomous Vehiclesreinforcement-learning | CodeCode Available | 1 | 5 |
| Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models | Nov 15, 2023 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 | 5 |
| A universal approximation theorem for nonlinear resistive networks | Dec 22, 2023 | Self-Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors | Aug 22, 2024 | Keyword SpottingSelf-Learning | CodeCode Available | 1 | 5 |
| Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion Model | May 17, 2025 | Computational EfficiencySelf-Learning | CodeCode Available | 1 | 5 |
| Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning | Mar 4, 2022 | Self-LearningText Augmentation | CodeCode Available | 1 | 5 |
| ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations | Jun 15, 2023 | Pseudo LabelSelf-Learning | CodeCode Available | 1 | 5 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| Self-supervised Character-to-Character Distillation for Text Recognition | Nov 1, 2022 | Data AugmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Texture-guided Saliency Distilling for Unsupervised Salient Object Detection | Jul 13, 2022 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Deep Learning for Anomaly Detection in Log Data: A Survey | Jul 8, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds | Jun 7, 2021 | ClusteringSegmentation | CodeCode Available | 1 | 5 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Distributed Online Service Coordination Using Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition | Oct 13, 2024 | Domain AdaptationOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning | Oct 2, 2024 | Self-Learning | CodeCode Available | 1 | 5 |
| Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning | Nov 20, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Self-learning for weakly supervised Gleason grading of local patterns | May 21, 2021 | PrognosisSelf-Learning | CodeCode Available | 0 | 5 |
| AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels | Oct 26, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 0 | 5 |
| Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution | Jul 2, 2015 | Q-LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Self-Learning Exploration and Mapping for Mobile Robots via Deep Reinforcement Learning | Jan 6, 2019 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Self-learning Machines based on Hamiltonian Echo Backpropagation | Mar 8, 2021 | Self-Learning | CodeCode Available | 0 | 5 |
| Robust Semi-Supervised Learning for Self-learning Open-World Classes | Jan 15, 2024 | Open-World Semi-Supervised LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Reinforcement Learning of Self Enhancing Camera Image and Signal Processing | Nov 15, 2021 | BlockingData Augmentation | 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 |
| Optimizing Hearthstone Agents using an Evolutionary Algorithm | Oct 25, 2024 | Card GamesDecision Making | 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 |
| 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 |
| Cost-effective Object Detection: Active Sample Mining with Switchable Selection Criteria | Jun 30, 2018 | Active Learningobject-detection | 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 |
| Less Attention is More: Prompt Transformer for Generalized Category Discovery | Jan 1, 2025 | Contrastive LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | Dec 14, 2021 | AMR ParsingData Augmentation | CodeCode Available | 0 | 5 |
| CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration | Jan 28, 2025 | Self-LearningTransfer Learning | CodeCode Available | 0 | 5 |
| KBAlign: Efficient Self Adaptation on Specific Knowledge Bases | Nov 22, 2024 | Question AnsweringRAG | 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 |
| Consistency Regularization for Domain Adaptation | Aug 23, 2022 | Domain AdaptationSelf-Learning | CodeCode Available | 0 | 5 |
| Confidence-Guided Human-AI Collaboration: Reinforcement Learning with Distributional Proxy Value Propagation for Autonomous Driving | Jun 4, 2025 | Autonomous DrivingImitation Learning | CodeCode Available | 0 | 5 |
| A Deep Q-Learning Agent for the L-Game with Variable Batch Training | Feb 17, 2018 | Q-LearningSelf-Learning | CodeCode Available | 0 | 5 |
| 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 |
| 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 |
| Fact Checking with Insufficient Evidence | Apr 5, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 | 5 |
| GenRadar: Self-supervised Probabilistic Camera Synthesis based on Radar Frequencies | Jul 19, 2021 | Decision MakingSelf-Learning | 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 |
