| Zero-Shot Reinforcement Learning on Graphs for Autonomous Exploration Under Uncertainty | May 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
| Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction | Apr 15, 2021 | Navigatereinforcement-learning | —Unverified | 0 |
| Multi-Party Dual Learning | Apr 14, 2021 | BIG-bench Machine LearningSelf-Learning | —Unverified | 0 |
| Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond | Apr 8, 2021 | HippocampusLesion Segmentation | —Unverified | 0 |
| Application of Neural Network Algorithm in Propylene Distillation | Apr 5, 2021 | Self-Learning | —Unverified | 0 |
| Enhancing Segment-Based Speech Emotion Recognition by Deep Self-Learning | Mar 30, 2021 | Emotion RecognitionSelf-Learning | —Unverified | 0 |
| Augmenting Automated Game Testing with Deep Reinforcement Learning | Mar 29, 2021 | Deep Reinforcement LearningFPS Games | —Unverified | 0 |
| A Self-Learning Disturbance Observer for Nonlinear Systems in Feedback-Error Learning Scheme | Mar 27, 2021 | Self-Learning | —Unverified | 0 |
| MCTSteg: A Monte Carlo Tree Search-based Reinforcement Learning Framework for Universal Non-additive Steganography | Mar 25, 2021 | Self-Learning | CodeCode Available | 0 |
| Sliding Mode Control for Systems with Mismatched Time-Varying Uncertainties via a Self-Learning Disturbance Observer | Mar 21, 2021 | Self-Learning | —Unverified | 0 |
| Feedback Linearization Control for Systems with Mismatched Uncertainties via Disturbance Observers | Mar 21, 2021 | Self-Learning | —Unverified | 0 |
| Cellcounter: a deep learning framework for high-fidelity spatial localization of neurons | Mar 18, 2021 | Self-Learning | —Unverified | 0 |
| Collective Decision of One-vs-Rest Networks for Open Set Recognition | Mar 18, 2021 | Open Set LearningSelf-Learning | —Unverified | 0 |
| Self-Learning for Zero Shot Neural Machine Translation | Mar 10, 2021 | Machine TranslationNMT | —Unverified | 0 |
| Self-learning Machines based on Hamiltonian Echo Backpropagation | Mar 8, 2021 | Self-Learning | CodeCode Available | 0 |
| Real-World Single Image Super-Resolution: A Brief Review | Mar 3, 2021 | Computational EfficiencyImage Super-Resolution | CodeCode Available | 1 |
| Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models | Feb 19, 2021 | OpenAI Gymreinforcement-learning | CodeCode Available | 0 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| ARTH: Algorithm For Reading Text Handily -- An AI Aid for People having Word Processing Issues | Jan 23, 2021 | ClusteringSelf-Learning | —Unverified | 0 |
| Collaborative Teacher-Student Learning via Multiple Knowledge Transfer | Jan 21, 2021 | Knowledge DistillationModel Compression | —Unverified | 0 |
| DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems | Jan 2, 2021 | Face RecognitionSelf-Learning | CodeCode Available | 0 |
| Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring | Dec 31, 2020 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | —Unverified | 0 |
| Towards open and expandable cognitive AI architectures for large-scale multi-agent human-robot collaborative learning | Dec 15, 2020 | Federated LearningSelf-Learning | —Unverified | 0 |
