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| Decoupled Self-supervised Learning for Non-Homophilous Graphs | Jun 7, 2022 | Representation LearningSelf-Supervised Learning | —Unverified | 0 |
| AUTM Flow: Atomic Unrestricted Time Machine for Monotonic Normalizing Flows | Jun 5, 2022 | Density EstimationImage Generation | —Unverified | 0 |
| Towards Improving the Generation Quality of Autoregressive Slot VAEs | Jun 3, 2022 | Image GenerationObject | CodeCode Available | 0 |
| Excess risk analysis for epistemic uncertainty with application to variational inference | Jun 2, 2022 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| BayesFormer: Transformer with Uncertainty Estimation | Jun 2, 2022 | Active LearningLanguage Modeling | —Unverified | 0 |
| Amortized backward variational inference in nonlinear state-space models | Jun 1, 2022 | State EstimationState Space Models | —Unverified | 0 |
| Easy Variational Inference for Categorical Models via an Independent Binary Approximation | May 31, 2022 | Variational Inference | CodeCode Available | 0 |
| Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification | May 30, 2022 | Gaussian ProcessesMulti-class Classification | —Unverified | 0 |
| Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks | May 29, 2022 | Variational Inference | —Unverified | 0 |
