| Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs | Feb 17, 2021 | Feature Importancemodel | —Unverified | 0 |
| An Information-Theoretic Justification for Model Pruning | Feb 16, 2021 | Data Compressionmodel | CodeCode Available | 1 |
| COMBO: Conservative Offline Model-Based Policy Optimization | Feb 16, 2021 | modelOffline RL | CodeCode Available | 1 |
| Model-bounded monitoring of hybrid systems | Feb 15, 2021 | model | —Unverified | 0 |
| Model-Agnostic Graph Regularization for Few-Shot Learning | Feb 14, 2021 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| A General Model of Structured Cell Kinetics | Feb 12, 2021 | model | —Unverified | 0 |
| Pareto Optimal Model Selection in Linear Bandits | Feb 12, 2021 | modelModel Selection | —Unverified | 0 |
| Sufficiently Accurate Model Learning for Planning | Feb 11, 2021 | model | —Unverified | 0 |
| SWAGAN: A Style-based Wavelet-driven Generative Model | Feb 11, 2021 | Image Generationmodel | CodeCode Available | 1 |
| Identification in the Random Utility Model | Feb 10, 2021 | model | —Unverified | 0 |
| Searching for Fast Model Families on Datacenter Accelerators | Feb 10, 2021 | modelNeural Architecture Search | —Unverified | 0 |
| Medical Image Quality Metrics for Foveated Model Observers | Feb 9, 2021 | model | —Unverified | 0 |
| Black-box model risk in finance | Feb 9, 2021 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Structure-preserving Model Reduction of Parametric Power Networks | Feb 9, 2021 | model | —Unverified | 0 |
| Continuous-Time Model-Based Reinforcement Learning | Feb 9, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Model-Augmented Q-learning | Feb 7, 2021 | modelQ-Learning | —Unverified | 0 |
| Improving Model and Search for Computer Go | Feb 6, 2021 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Concentrated Document Topic Model | Feb 6, 2021 | modeltext-classification | —Unverified | 0 |
| A deep learning model for gas storage optimization | Feb 3, 2021 | Deep LearningManagement | —Unverified | 0 |
| Time Adaptive Gaussian Model | Feb 2, 2021 | Clusteringmodel | —Unverified | 0 |
| Model-based multi-parameter mapping | Feb 2, 2021 | DenoisingGPU | CodeCode Available | 1 |
| Learning nonlocal phonotactics in Strictly Piecewise phonotactic model | Feb 1, 2021 | model | —Unverified | 0 |
| Deep Model Compression based on the Training History | Jan 30, 2021 | modelModel Compression | —Unverified | 0 |
| Deep Generative SToRM model for dynamic imaging | Jan 29, 2021 | modelTime Series | —Unverified | 0 |
| (Stochastic) Model Predictive Control -- a Simulation Example | Jan 28, 2021 | modelModel Predictive Control | CodeCode Available | 1 |
| FedH2L: Federated Learning with Model and Statistical Heterogeneity | Jan 27, 2021 | Federated Learningmodel | —Unverified | 0 |
| CLiMP: A Benchmark for Chinese Language Model Evaluation | Jan 26, 2021 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Model-agnostic interpretation by visualization of feature perturbations | Jan 26, 2021 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| A Comprehensive Evaluation Framework for Deep Model Robustness | Jan 24, 2021 | Adversarial Defensemodel | —Unverified | 0 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | CodeCode Available | 0 |
| Model-based Policy Search for Partially Measurable Systems | Jan 21, 2021 | Gaussian Processesmodel | —Unverified | 0 |
| A Robust Blockchain Readiness Index Model | Jan 20, 2021 | Information Retrievalmodel | —Unverified | 0 |
| Cost-based feature selection for network model choice | Jan 19, 2021 | feature selectionmodel | —Unverified | 0 |
| ZeRO-Offload: Democratizing Billion-Scale Model Training | Jan 18, 2021 | Computational EfficiencyCPU | CodeCode Available | 0 |
| ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS | Jan 18, 2021 | Information Retrievalmodel | CodeCode Available | 0 |
| Mimicry mechanism model of octopus epidermis pattern by inverse operation of Turing reaction model | Jan 15, 2021 | model | —Unverified | 0 |
| Convex Smoothed Autoencoder-Optimal Transport model | Jan 14, 2021 | model | —Unverified | 0 |
| Digital Elevation Model enhancement using Deep Learning | Jan 13, 2021 | Deep Learningmodel | —Unverified | 0 |
| Model-Based Machine Learning for Communications | Jan 12, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Model Generalization on COVID-19 Fake News Detection | Jan 11, 2021 | Fake News DetectionMisinformation | —Unverified | 0 |
| On the RND under Heston's stochastic volatility model | Jan 10, 2021 | model | —Unverified | 0 |
| Towards a Smart Data Processing and Storage Model | Jan 7, 2021 | model | —Unverified | 0 |
| Shallow-UWnet : Compressed Model for Underwater Image Enhancement | Jan 6, 2021 | BenchmarkingImage Enhancement | CodeCode Available | 1 |
| Model Extraction and Defenses on Generative Adversarial Networks | Jan 6, 2021 | modelModel extraction | —Unverified | 0 |
| A Model of Market Making and Price Impact | Jan 5, 2021 | model | —Unverified | 0 |
| A Multilayer Correlated Topic Model | Jan 2, 2021 | model | —Unverified | 0 |
| Minimum Viable Model Estimates for Machine Learning Projects | Jan 2, 2021 | BIG-bench Machine LearningManagement | CodeCode Available | 0 |
| Exploration and Estimation for Model Compression | Jan 1, 2021 | modelModel Compression | —Unverified | 0 |
| Model Compression via Hyper-Structure Network | Jan 1, 2021 | modelModel Compression | —Unverified | 0 |
| Heterogeneous Model Transfer between Different Neural Networks | Jan 1, 2021 | modelNeural Architecture Search | —Unverified | 0 |