| Back to Basics: Deep Reinforcement Learning in Traffic Signal Control | Sep 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Self-learn to Explain Siamese Networks Robustly | Sep 15, 2021 | Face RecognitionFairness | —Unverified | 0 |
| Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning | Sep 13, 2021 | Computed Tomography (CT)Domain Adaptation | CodeCode Available | 1 |
| 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 |
| Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark | Aug 24, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Lifelong Computing | Aug 19, 2021 | Self-Learning | —Unverified | 0 |
| RRLFSOR: An Efficient Self-Supervised Learning Strategy of Graph Convolutional Networks | Aug 17, 2021 | Link PredictionSelf-Learning | —Unverified | 0 |
| Self-learning sparse PCA for multimode process monitoring | Aug 7, 2021 | Self-Learning | —Unverified | 0 |
| Zero-Shot Neural Machine Translation with Self-Learning Cycle | Aug 1, 2021 | Machine TranslationNMT | —Unverified | 0 |
| Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring | Aug 1, 2021 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | —Unverified | 0 |
| Self-learning Emulators and Eigenvector Continuation | Jul 28, 2021 | Active LearningSelf-Learning | —Unverified | 0 |
| GenRadar: Self-supervised Probabilistic Camera Synthesis based on Radar Frequencies | Jul 19, 2021 | Decision MakingSelf-Learning | CodeCode Available | 0 |
| Distributed Online Service Coordination Using Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Method for Detecting Abnormal Data of Network Nodes Based on Convolutional Neural Network | Jun 28, 2021 | Anomaly DetectionSelf-Learning | —Unverified | 0 |
| A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images | Jun 25, 2021 | ClusteringPrognosis | —Unverified | 0 |
| ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation | Jun 19, 2021 | Continual LearningImage Segmentation | —Unverified | 0 |
| Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds | Jun 7, 2021 | ClusteringSegmentation | CodeCode Available | 1 |
| Safe RAN control: A Symbolic Reinforcement Learning Approach | Jun 3, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| A Unified Cognitive Learning Framework for Adapting to Dynamic Environment and Tasks | Jun 1, 2021 | Self-Learning | —Unverified | 0 |
| Knowledge Inheritance for Pre-trained Language Models | May 28, 2021 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint | May 27, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| Self-learning for weakly supervised Gleason grading of local patterns | May 21, 2021 | PrognosisSelf-Learning | CodeCode Available | 0 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| Self-Learning for Received Signal Strength Map Reconstruction with Neural Architecture Search | May 17, 2021 | Data AugmentationNeural Architecture Search | —Unverified | 0 |
