| Co-Tuning for Transfer Learning | Dec 1, 2020 | Image ClassificationTransfer Learning | CodeCode Available | 1 |
| Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization | Dec 1, 2020 | Partial Label Learningvalid | —Unverified | 0 |
| Learning Mutational Semantics | Dec 1, 2020 | Sentencevalid | CodeCode Available | 1 |
| Overcoming Measurement Inconsistency in Deep Learning for Linear Inverse Problems: Applications in Medical Imaging | Nov 29, 2020 | valid | CodeCode Available | 0 |
| Positive-Unlabelled Survival Data Analysis | Nov 26, 2020 | Survival Analysisvalid | —Unverified | 0 |
| Invariant Representation Learning for Treatment Effect Estimation | Nov 24, 2020 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Transforming Worlds: Automated Involutive MCMC for Open-Universe Probabilistic Models | Nov 23, 2020 | Bayesian InferenceProbabilistic Programming | —Unverified | 0 |
| Legacy Photo Editing with Learned Noise Prior | Nov 23, 2020 | ColorizationDenoising | CodeCode Available | 1 |
| Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection | Nov 17, 2020 | Knowledge Distillationvalid | —Unverified | 0 |
| Reinforcement Learning of Graph Neural Networks for Service Function Chaining | Nov 17, 2020 | Managementreinforcement-learning | —Unverified | 0 |
| Towards a General Framework for ML-based Self-tuning Databases | Nov 16, 2020 | Bayesian OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning | Nov 16, 2020 | Predictionvalid | CodeCode Available | 1 |
| Mixing ADAM and SGD: a Combined Optimization Method | Nov 16, 2020 | Document ClassificationStochastic Optimization | CodeCode Available | 0 |
| Entropic regularization of Wasserstein distance between infinite-dimensional Gaussian measures and Gaussian processes | Nov 15, 2020 | Gaussian Processesvalid | —Unverified | 0 |
| Statistical Inference for Maximin Effects: Identifying Stable Associations across Multiple Studies | Nov 15, 2020 | FairnessTransfer Learning | —Unverified | 0 |
| Interpretable Natural Language Segmentation Based on Link Grammar | Nov 14, 2020 | Question AnsweringRetrieval | CodeCode Available | 0 |
| Hamiltonian Dynamics of Saturated Elongation in Amyloid Fiber Formation | Nov 12, 2020 | valid | —Unverified | 0 |
| Mathematical Model of Hippocampal Microdialysis: Validation of in vivo Methodology | Nov 12, 2020 | valid | —Unverified | 0 |
| Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective | Nov 12, 2020 | Compressive SensingNon-Intrusive Load Monitoring | —Unverified | 0 |
| Learning Constrained Distributions of Robot Configurations with Generative Adversarial Network | Nov 11, 2020 | Generative Adversarial NetworkMotion Planning | CodeCode Available | 1 |
| MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images | Nov 10, 2020 | DecoderSegmentation | CodeCode Available | 1 |
| Kinematics-Guided Reinforcement Learning for Object-Aware 3D Ego-Pose Estimation | Nov 10, 2020 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning | Nov 10, 2020 | Multi-Task Learningvalid | CodeCode Available | 0 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 |
| DoWhy: An End-to-End Library for Causal Inference | Nov 9, 2020 | Causal Inferencevalid | CodeCode Available | 3 |