| 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 |
| 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 |
| Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation | Jun 20, 2022 | DisentanglementDomain Adaptation | —Unverified | 0 |
| 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 |
| 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 |
| Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking | Dec 17, 2021 | Passage RetrievalRepresentation Learning | —Unverified | 0 |
| Isometric MT: Neural Machine Translation for Automatic Dubbing | Dec 16, 2021 | Machine TranslationRe-Ranking | —Unverified | 0 |
| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | Dec 14, 2021 | AMR ParsingData Augmentation | CodeCode Available | 0 |
| Sequence-level self-learning with multiple hypotheses | Dec 10, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution | Dec 9, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning | Nov 30, 2021 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection | Nov 27, 2021 | Intrusion DetectionNetwork Intrusion Detection | CodeCode Available | 0 |
| Self-Learning Tuning for Post-Silicon Validation | Nov 17, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| A Parameter Aggregation Strategy on Personalized Federated Learning | Nov 16, 2021 | Edge-computingFederated Learning | —Unverified | 0 |
| Control False Negative Instances In Contrastive Learning To ImproveLong-tailed Item Categorization | Nov 16, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Reinforcement Learning of Self Enhancing Camera Image and Signal Processing | Nov 15, 2021 | BlockingData Augmentation | CodeCode Available | 0 |
| Stain-free Detection of Embryo Polarization using Deep Learning | Nov 8, 2021 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Corporate Bankruptcy Prediction with BERT Model | Nov 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Knowledge Inheritance for Pre-trained Language Models | Oct 16, 2021 | Lifelong learningSelf-Learning | —Unverified | 0 |
| Application of Neural Network in Optimization of Chemical Process | Oct 11, 2021 | Chemical ProcessSelf-Learning | —Unverified | 0 |
| Algorithmic collusion: A critical review | Oct 10, 2021 | BIG-bench Machine LearningSelf-Learning | —Unverified | 0 |
| Application of Artificial Neural Networks for Catalysis | Oct 3, 2021 | Self-Learning | —Unverified | 0 |
| Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages | Oct 2, 2021 | DiversityMachine Translation | —Unverified | 0 |
| Artificial Neural Network and its Application Research Progress in Distillation | Oct 1, 2021 | Self-Learning | —Unverified | 0 |
| The Needle in the haystack: Out-distribution aware Self-training in an Open-World Setting | Sep 29, 2021 | Out-of-Distribution DetectionSelf-Learning | —Unverified | 0 |
| Multi-class Probabilistic Bounds for Self-learning | Sep 29, 2021 | Multi-class ClassificationSelf-Learning | —Unverified | 0 |
| Training with Worst-Case Distributional Shift causes Overestimation and Inaccuracies in State-Action Value Functions | Sep 29, 2021 | Atari GamesSelf-Learning | —Unverified | 0 |
| Self-learn to Explain Siamese Networks Robustly | Sep 15, 2021 | Face RecognitionFairness | —Unverified | 0 |
| Back to Basics: Deep Reinforcement Learning in Traffic Signal Control | Sep 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification | Sep 2, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation | Sep 1, 2021 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| Lifelong Computing | Aug 19, 2021 | Self-Learning | —Unverified | 0 |