| Sum-of-Squares Relaxations for Information Theory and Variational Inference | Jun 27, 2022 | Variational Inference | —Unverified | 0 |
| End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue | Jun 24, 2022 | text-to-speechText to Speech | —Unverified | 0 |
| Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes | Jun 23, 2022 | Point ProcessesVariational Inference | CodeCode Available | 0 |
| PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning | Jun 22, 2022 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation | Jun 22, 2022 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Variational Causal Dynamics: Discovering Modular World Models from Interventions | Jun 22, 2022 | Causal DiscoveryVariational Inference | —Unverified | 0 |
| Cold Posteriors through PAC-Bayes | Jun 22, 2022 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 |
| Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis | Jun 17, 2022 | MuJoCoStarcraft | —Unverified | 0 |
| Scaling multi-species occupancy models to large citizen science datasets | Jun 17, 2022 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Spherical Sliced-Wasserstein | Jun 17, 2022 | Density EstimationVariational Inference | CodeCode Available | 1 |
| Personalized Federated Learning via Variational Bayesian Inference | Jun 16, 2022 | Bayesian InferenceDiversity | CodeCode Available | 1 |
| Fast and Accurate Variational Inference for Large Bayesian VARs with Stochastic Volatility | Jun 16, 2022 | Variational Inference | —Unverified | 0 |
| Deep Variational Implicit Processes | Jun 14, 2022 | Gaussian ProcessesVariational Inference | CodeCode Available | 0 |
| Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients | Jun 13, 2022 | Variational Inference | CodeCode Available | 0 |
| Variational Bayes Deep Operator Network: A data-driven Bayesian solver for parametric differential equations | Jun 12, 2022 | Bayesian InferenceOperator learning | —Unverified | 0 |
| 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 |
