| Toward Unlimited Self-Learning MCMC with Parallel Adaptive Annealing | Nov 25, 2022 | Self-Learning | —Unverified | 0 |
| ViFi-Loc: Multi-modal Pedestrian Localization using GAN with Camera-Phone Correspondences | Nov 22, 2022 | Generative Adversarial NetworkSelf-Learning | —Unverified | 0 |
| SelfOdom: Self-supervised Egomotion and Depth Learning via Bi-directional Coarse-to-Fine Scale Recovery | Nov 16, 2022 | Autonomous DrivingSelf-Learning | —Unverified | 0 |
| Autonomous Golf Putting with Data-Driven and Physics-Based Methods | Nov 15, 2022 | Self-Learning | —Unverified | 0 |
| Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection | Nov 11, 2022 | Self-LearningTime Series | —Unverified | 0 |
| Reinforcement Learning in an Adaptable Chess Environment for Detecting Human-understandable Concepts | Nov 10, 2022 | Autonomous Vehiclesreinforcement-learning | CodeCode Available | 1 |
| Self-supervised Character-to-Character Distillation for Text Recognition | Nov 1, 2022 | Data AugmentationRepresentation Learning | CodeCode Available | 1 |
| Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms | Oct 29, 2022 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks | Oct 25, 2022 | Model PoisoningSelf-Learning | —Unverified | 0 |
| AI-based Arabic Language and Speech Tutor | Oct 22, 2022 | Multiple-choiceSelf-Learning | —Unverified | 0 |
| Self-learning locally-optimal hypertuning using maximum entropy, and comparison of machine learning approaches for estimating fatigue life in composite materials | Oct 19, 2022 | Self-LearningStructural Health Monitoring | —Unverified | 0 |
| Survey of Deep Learning for Autonomous Surface Vehicles in the Marine Environment | Oct 16, 2022 | Autonomous VehiclesSelf-Learning | —Unverified | 0 |
| ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection | Sep 19, 2022 | Self-Learning | CodeCode Available | 1 |
| Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems | Sep 17, 2022 | Multi-Armed BanditsSelf-Learning | —Unverified | 0 |
| Unsupervised Video Object Segmentation via Prototype Memory Network | Sep 8, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Correct-by-Construction Runtime Enforcement in AI -- A Survey | Aug 30, 2022 | Self-LearningSurvey | —Unverified | 0 |
| Battery and Hydrogen Energy Storage Control in a Smart Energy Network with Flexible Energy Demand using Deep Reinforcement Learning | Aug 26, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Consistency Regularization for Domain Adaptation | Aug 23, 2022 | Domain AdaptationSelf-Learning | CodeCode Available | 0 |
| Underwater enhancement based on a self-learning strategy and attention mechanism for high-intensity regions | Aug 4, 2022 | Image EnhancementSelf-Learning | —Unverified | 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 |
| Recognizing and Extracting Cybersecurtity-relevant Entities from Text | Aug 2, 2022 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Texture-guided Saliency Distilling for Unsupervised Salient Object Detection | Jul 13, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Deep Learning for Anomaly Detection in Log Data: A Survey | Jul 8, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Big Learning | Jul 8, 2022 | BIG-bench Machine LearningSelf-Learning | —Unverified | 0 |
| Dynamic Contrastive Distillation for Image-Text Retrieval | Jul 4, 2022 | Contrastive LearningGPU | —Unverified | 0 |
| Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels | Jul 1, 2022 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| 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 |
| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation | Jun 20, 2022 | DisentanglementDomain Adaptation | —Unverified | 0 |
| GMML is All you Need | May 30, 2022 | AllData Augmentation | CodeCode Available | 1 |
| DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning | May 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| VizInspect Pro -- Automated Optical Inspection (AOI) solution | May 26, 2022 | Self-Learning | —Unverified | 0 |
| Geometric Graph Representation with Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition | May 1, 2022 | Micro Expression RecognitionMicro-Expression Recognition | —Unverified | 0 |
| Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI | Apr 29, 2022 | Data Augmentationgraph construction | —Unverified | 0 |
| MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation | Apr 27, 2022 | 3D Semantic SegmentationPseudo Label | —Unverified | 0 |
| Suggesting Relevant Questions for a Query Using Statistical Natural Language Processing Technique | Apr 26, 2022 | Self-LearningSemantic Similarity | —Unverified | 0 |
| Crystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials | Apr 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SelfD: Self-Learning Large-Scale Driving Policies From the Web | Apr 21, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems | Apr 14, 2022 | Off-policy evaluationSelf-Learning | —Unverified | 0 |
| The self-learning AI controller for adaptive power beaming with fiber-array laser transmitter system | Apr 8, 2022 | Self-Learning | —Unverified | 0 |
| Fact Checking with Insufficient Evidence | Apr 5, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Improving Word Translation via Two-Stage Contrastive Learning | Mar 15, 2022 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 |
| Doctor Recommendation in Online Health Forums via Expertise Learning | Mar 6, 2022 | Self-Learning | CodeCode Available | 1 |
| Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning | Mar 4, 2022 | Self-LearningText Augmentation | CodeCode Available | 1 |
| Learning Program Synthesis for Integer Sequences from Scratch | Feb 24, 2022 | Program SynthesisSelf-Learning | CodeCode Available | 1 |
| Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment | Feb 16, 2022 | Fire Detectionimage-classification | —Unverified | 0 |
| HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting | Jan 22, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Toward Self-learning End-to-End Task-Oriented Dialog Systems | Jan 18, 2022 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Systems Challenges for Trustworthy Embodied Systems | Jan 10, 2022 | Self-LearningUncertainty Quantification | —Unverified | 0 |
| The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection | Dec 28, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
