variational inference

Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection AAAI 2021 Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders ACL 2021 GIF Thumbnails: Attract More Clicks to Your Videos AAAI 2021 Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes ICML 2021 GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning ICML 2021 HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning AAAI 2021 Hierarchical Indian buffet neural networks for Bayesian continual learning UAI 2021 Hierarchical learning of Hidden Markov Models with clustering regularization UAI 2021 Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021 HyperSPNs: Compact and Expressive Probabilistic Circuits NeurIPS 2021 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021 Identifiable Generative models for Missing Not at Random Data Imputation NeurIPS 2021 Implicit Normalizing Flows ICLR 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding ICML 2021 Improving Performance of Seen and Unseen Speech Style Transfer in End-to-End Neural TTS Interspeech 2021 Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021 Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters AAAI 2021 Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021 Information is Power: Intrinsic Control via Information Capture NeurIPS 2021 Information theoretic meta learning with Gaussian processes UAI 2021 Instance-Dependent Partial Label Learning NeurIPS 2021 Invertible Denoising Network: A Light Solution for Real Noise Removal CVPR 2021 Isometric Gaussian Process Latent Variable Model for Dissimilarity Data ICML 2021 Iterative Amortized Policy Optimization NeurIPS 2021