| Reconfigurable Intelligent Surface-Aided 6G Massive Access: Coupled Tensor Modeling and Sparse Bayesian Learning | Jun 11, 2022 | Tensor DecompositionVariational Inference | —Unverified | 0 |
| PAVI: Plate-Amortized Variational Inference | Jun 10, 2022 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Scalable Deep Gaussian Markov Random Fields for General Graphs | Jun 10, 2022 | Bayesian InferenceVariational Inference | CodeCode Available | 1 |
| Accurate Node Feature Estimation with Structured Variational Graph Autoencoder | Jun 9, 2022 | Variational Inference | CodeCode Available | 1 |
| Decoupled Self-supervised Learning for Non-Homophilous Graphs | Jun 7, 2022 | Representation LearningSelf-Supervised Learning | —Unverified | 0 |
| Embrace the Gap: VAEs Perform Independent Mechanism Analysis | Jun 6, 2022 | DecoderInductive Bias | CodeCode Available | 1 |
| 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 |
| BaCaDI: Bayesian Causal Discovery with Unknown Interventions | Jun 3, 2022 | Causal DiscoveryVariational Inference | CodeCode Available | 1 |
| Beyond Opinion Mining: Summarizing Opinions of Customer Reviews | Jun 3, 2022 | Opinion MiningOpinion Summarization | CodeCode Available | 1 |