| Adaptive Discretization for Model-Based Reinforcement Learning | Jul 1, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Improving Autoregressive NMT with Non-Autoregressive Model | Jul 1, 2020 | Decoderde-en | —Unverified | 0 |
| Exploring Model Consensus to Generate Translation Paraphrases | Jul 1, 2020 | DiversityMachine Translation | CodeCode Available | 0 |
| A Graph Auto-encoder Model of Derivational Morphology | Jul 1, 2020 | model | —Unverified | 0 |
| Hierarchy-Aware Global Model for Hierarchical Text Classification | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Multi-Task Neural Model for Agglutinative Language Translation | Jul 1, 2020 | DecoderMachine Translation | —Unverified | 0 |
| A Prioritization Model for Suicidality Risk Assessment | Jul 1, 2020 | modelRetrieval | —Unverified | 0 |
| Tree-Structured Neural Topic Model | Jul 1, 2020 | model | —Unverified | 0 |
| Model-based Reinforcement Learning: A Survey | Jun 30, 2020 | Decision Makingmodel | —Unverified | 0 |
| Model-Targeted Poisoning Attacks with Provable Convergence | Jun 30, 2020 | model | CodeCode Available | 1 |
| Knowledge-Aware Language Model Pretraining | Jun 29, 2020 | Knowledge ProbingLanguage Modeling | —Unverified | 0 |
| Hands-off Model Integration in Spatial Index Structures | Jun 29, 2020 | model | —Unverified | 0 |
| A pure-jump mean-reverting short rate model | Jun 26, 2020 | model | —Unverified | 0 |
| Intrinsic Reward Driven Imitation Learning via Generative Model | Jun 26, 2020 | Atari GamesImitation Learning | CodeCode Available | 1 |
| A Model of the Fed's View on Inflation | Jun 25, 2020 | modelTime Series | CodeCode Available | 0 |
| Adversarial Model for Rotated Indoor Scenes Planning | Jun 24, 2020 | Layout Generationmodel | —Unverified | 0 |
| Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning | Jun 24, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Crossmodal Language Grounding in an Embodied Neurocognitive Model | Jun 24, 2020 | model | CodeCode Available | 0 |
| Control-Aware Representations for Model-based Reinforcement Learning | Jun 24, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Laplacian Mixture Model Point Based Registration | Jun 22, 2020 | Density Estimationmodel | —Unverified | 0 |
| A Self-Attention Network based Node Embedding Model | Jun 22, 2020 | General ClassificationLink Prediction | CodeCode Available | 1 |
| Towards Tractable Optimism in Model-Based Reinforcement Learning | Jun 21, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Band-limited Soft Actor Critic Model | Jun 19, 2020 | model | —Unverified | 0 |
| Open Problem: Model Selection for Contextual Bandits | Jun 19, 2020 | modelModel Selection | —Unverified | 0 |
| Federated Learning With Quantized Global Model Updates | Jun 18, 2020 | Federated Learningmodel | —Unverified | 0 |
| Data Driven Control with Learned Dynamics: Model-Based versus Model-Free Approach | Jun 16, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| High Dimensional Model Explanations: an Axiomatic Approach | Jun 16, 2020 | Decision Makingmodel | —Unverified | 0 |
| Model Agnostic Combination for Ensemble Learning | Jun 16, 2020 | Ensemble LearningMixture-of-Experts | —Unverified | 0 |
| Model-based Adversarial Meta-Reinforcement Learning | Jun 16, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Model Explanations with Differential Privacy | Jun 16, 2020 | Decision Makingmodel | —Unverified | 0 |
| Model Embedding Model-Based Reinforcement Learning | Jun 16, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Latent Space Energy-Based Prior Model | Jun 15, 2020 | Anomaly Detectionmodel | CodeCode Available | 1 |
| Assumption-lean inference for generalised linear model parameters | Jun 15, 2020 | modelModel Selection | CodeCode Available | 1 |
| Provably Efficient Model-based Policy Adaptation | Jun 14, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Autofocused oracles for model-based design | Jun 14, 2020 | modelregression | CodeCode Available | 0 |
| SAMBA: Safe Model-Based & Active Reinforcement Learning | Jun 12, 2020 | modelReinforcement Learning | CodeCode Available | 1 |
| Combining Model-Based and Model-Free Methods for Nonlinear Control: A Provably Convergent Policy Gradient Approach | Jun 12, 2020 | model | —Unverified | 0 |
| Bayesian Additive Regression Trees with Model Trees | Jun 12, 2020 | modelregression | CodeCode Available | 1 |
| Dynamic Model Pruning with Feedback | Jun 12, 2020 | modelModel Compression | —Unverified | 0 |
| Speaker Sensitive Response Evaluation Model | Jun 12, 2020 | modelResponse Generation | CodeCode Available | 0 |
| Reinforced Data Sampling for Model Diversification | Jun 12, 2020 | BIG-bench Machine Learningmodel | CodeCode Available | 0 |
| Path-dependent Kyle equilibrium model | Jun 11, 2020 | model | —Unverified | 0 |
| Why Mixup Improves the Model Performance | Jun 11, 2020 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| The Limits to Learning a Diffusion Model | Jun 11, 2020 | Decision Makingmodel | —Unverified | 0 |
| Robust model training and generalisation with Studentising flows | Jun 11, 2020 | modelNormalising Flows | CodeCode Available | 1 |
| Complementary Visual Neuronal Systems Model for Collision Sensing | Jun 11, 2020 | model | —Unverified | 0 |
| Balancing Fairness and Efficiency in an Optimization Model | Jun 10, 2020 | Fairnessmodel | —Unverified | 0 |
| Training with Multi-Layer Embeddings for Model Reduction | Jun 10, 2020 | Click-Through Rate Predictionmodel | —Unverified | 0 |
| Regret Balancing for Bandit and RL Model Selection | Jun 9, 2020 | modelModel Selection | —Unverified | 0 |