| NOMU: Neural Optimization-based Model Uncertainty | Feb 26, 2021 | Bayesian Optimizationmodel | CodeCode Available | 1 |
| Flexible Model Aggregation for Quantile Regression | Feb 26, 2021 | Econometricsmodel | CodeCode Available | 1 |
| Deep Stochastic Volatility Model | Feb 25, 2021 | modelVariational Inference | CodeCode Available | 1 |
| Model-Based Domain Generalization | Feb 23, 2021 | Domain Generalizationmodel | CodeCode Available | 1 |
| Modeling Multi-Destination Trips with Sketch-Based Model | Feb 22, 2021 | Graph Embeddingmodel | CodeCode Available | 1 |
| COMBO: Conservative Offline Model-Based Policy Optimization | Feb 16, 2021 | modelOffline RL | CodeCode Available | 1 |
| An Information-Theoretic Justification for Model Pruning | Feb 16, 2021 | Data Compressionmodel | CodeCode Available | 1 |
| SWAGAN: A Style-based Wavelet-driven Generative Model | Feb 11, 2021 | Image Generationmodel | CodeCode Available | 1 |
| Continuous-Time Model-Based Reinforcement Learning | Feb 9, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Model-based multi-parameter mapping | Feb 2, 2021 | DenoisingGPU | CodeCode Available | 1 |
| (Stochastic) Model Predictive Control -- a Simulation Example | Jan 28, 2021 | modelModel Predictive Control | CodeCode Available | 1 |
| Shallow-UWnet : Compressed Model for Underwater Image Enhancement | Jan 6, 2021 | BenchmarkingImage Enhancement | CodeCode Available | 1 |
| Syntax-Enhanced Pre-trained Model | Dec 28, 2020 | Entity Typingmodel | CodeCode Available | 1 |
| A Lightweight Neural Model for Biomedical Entity Linking | Dec 16, 2020 | Entity Linkingmodel | CodeCode Available | 1 |
| Keyword-Guided Neural Conversational Model | Dec 15, 2020 | Knowledge Graphsmodel | CodeCode Available | 1 |
| Relation-Aware Neighborhood Matching Model for Entity Alignment | Dec 15, 2020 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 |
| Personalized Federated Learning with First Order Model Optimization | Dec 15, 2020 | Federated Learningmodel | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Dec 13, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Linear Reduced Order Model Predictive Control | Dec 6, 2020 | Computational Efficiencymodel | CodeCode Available | 1 |
| BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations | Dec 5, 2020 | Explainable Artificial Intelligence (XAI)model | CodeCode Available | 1 |
| FairBatch: Batch Selection for Model Fairness | Dec 3, 2020 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 1 |
| Data-Free Model Extraction | Nov 30, 2020 | modelModel extraction | CodeCode Available | 1 |
| Learn an Effective Lip Reading Model without Pains | Nov 15, 2020 | LipreadingLip Reading | CodeCode Available | 1 |
| CharBERT: Character-aware Pre-trained Language Model | Nov 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RMM: A Recursive Mental Model for Dialogue Navigation | Nov 1, 2020 | Answer GenerationInstruction Following | CodeCode Available | 1 |
