| Learning Program Synthesis for Integer Sequences from Scratch | Feb 24, 2022 | Program SynthesisSelf-Learning | CodeCode Available | 1 |
| Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning | Nov 21, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Improving Word Translation via Two-Stage Contrastive Learning | Nov 16, 2021 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| 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 |
| Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark | Aug 24, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Distributed Online Service Coordination Using Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds | Jun 7, 2021 | ClusteringSegmentation | CodeCode Available | 1 |
| Knowledge Inheritance for Pre-trained Language Models | May 28, 2021 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| Deep reinforcement learning-designed radiofrequency waveform in MRI | May 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| If your data distribution shifts, use self-learning | Apr 27, 2021 | Domain AdaptationRobust classification | CodeCode Available | 1 |
| Real-World Single Image Super-Resolution: A Brief Review | Mar 3, 2021 | Computational EfficiencyImage Super-Resolution | CodeCode Available | 1 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Self-Learning Transformations for Improving Gaze and Head Redirection | Oct 23, 2020 | DisentanglementGaze Estimation | CodeCode Available | 1 |
| 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 |
| EEG Channel Interpolation Using Deep Encoder-decoder Netwoks | Sep 21, 2020 | DecoderEEG | CodeCode Available | 1 |
| Domain Adaptation without Source Data | Jul 3, 2020 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence | Jun 1, 2020 | Motion EstimationRain Removal | CodeCode Available | 1 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Ternary Compression for Communication-Efficient Federated Learning | Mar 7, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering | Feb 27, 2020 | ClusteringImage Clustering | CodeCode Available | 1 |
| A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings | May 16, 2018 | Cross-Lingual Word EmbeddingsSelf-Learning | CodeCode Available | 1 |
| Real Time Self-Tuning Adaptive Controllers on Temperature Control Loops using Event-based Game Theory | Jun 16, 2025 | Boundary DetectionSelf-Learning | —Unverified | 0 |
