| Improving the Classification of Rare Chords with Unlabeled Data | Dec 13, 2020 | Chord RecognitionClassification | —Unverified | 0 |
| A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction | Nov 30, 2020 | Dimensionality ReductionSelf-Learning | —Unverified | 0 |
| SSDL: Self-Supervised Domain Learning for Improved Face Recognition | Nov 26, 2020 | Face RecognitionSelf-Learning | —Unverified | 0 |
| A Hybrid Approach for Improved Low Resource Neural Machine Translation using Monolingual Data | Nov 14, 2020 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | —Unverified | 0 |
| Financial ticket intelligent recognition system based on deep learning | Oct 29, 2020 | Deep LearningSelf-Learning | —Unverified | 0 |
| Self-Learning Transformations for Improving Gaze and Head Redirection | Oct 23, 2020 | DisentanglementGaze Estimation | CodeCode Available | 1 |
| Pushing the Limits of AMR Parsing with Self-Learning | Oct 20, 2020 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Remote Electrical Tilt Optimization via Safe Reinforcement Learning | Oct 12, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer | Oct 7, 2020 | Knowledge Base ConstructionKnowledge Graph Completion | CodeCode Available | 1 |
| Towards Self-learning Edge Intelligence in 6G | Oct 1, 2020 | Edge-computingSelf-Learning | —Unverified | 0 |
| Sim2SG: Sim-to-Real Scene Graph Generation for Transfer Learning | Sep 28, 2020 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Sense and Learn: Self-Supervision for Omnipresent Sensors | Sep 28, 2020 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| EEG Channel Interpolation Using Deep Encoder-decoder Netwoks | Sep 21, 2020 | DecoderEEG | CodeCode Available | 1 |
| Beneficial and Harmful Explanatory Machine Learning | Sep 9, 2020 | BIG-bench Machine LearningSelf-Learning | CodeCode Available | 0 |
| Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans | Aug 24, 2020 | SegmentationSelf-Learning | —Unverified | 0 |
| An Intelligent Control Strategy for buck DC-DC Converter via Deep Reinforcement Learning | Aug 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Comparative Analysis of Deep Reinforcement Learning-enabled Freeway Decision-making for Automated Vehicles | Aug 4, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Learning Object Placement by Inpainting for Compositional Data Augmentation | Aug 1, 2020 | Common Sense ReasoningData Augmentation | —Unverified | 0 |
| Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification | Jul 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Domain Adaptation without Source Data | Jul 3, 2020 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction | Jul 1, 2020 | Bilingual Lexicon InductionClassification | —Unverified | 0 |
| ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation | Jun 24, 2020 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| Tackling Morpion Solitaire with AlphaZero-likeRanked Reward Reinforcement Learning | Jun 14, 2020 | Game of Goreinforcement-learning | —Unverified | 0 |
| Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence | Jun 1, 2020 | Motion EstimationRain Removal | CodeCode Available | 1 |
