Variational Inference

Practical uncertainty quantification for brain tumor segmentation MIDL 2022 Predictive Coding beyond Gaussian Distributions NeurIPS 2022 Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors NeurIPS 2022 Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022 Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation EMNLP 2022 Recurrent Variational Network: A Deep Learning Inverse Problem Solver Applied to the Task of Accelerated MRI Reconstruction CVPR 2022 Recursive Disentanglement Network ICLR 2022 Registering Explicit to Implicit: Towards High-Fidelity Garment Mesh Reconstruction From Single Images CVPR 2022 RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NeurIPS 2022 Resampling Base Distributions of Normalizing Flows AISTATS 2022 Rethinking Controllable Variational Autoencoders CVPR 2022 Rethinking Variational Inference for Probabilistic Programs with Stochastic Support NeurIPS 2022 Revisiting Active Sets for Gaussian Process Decoders NeurIPS 2022 Riemannian Diffusion Models NeurIPS 2022 Robust Outlier Detection by De-Biasing VAE Likelihoods CVPR 2022 Sampling Approximately Low-Rank Ising Models: MCMC meets Variational Methods COLT 2022 Scaling Structured Inference with Randomization ICML 2022 SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022 Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation CVPR 2022 Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE Interspeech 2022 Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022 Semi-Supervised Generative Models for Multiagent Trajectories NeurIPS 2022 Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ACL 2022 SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ICML 2022 Sliced Wasserstein variational inference ACML 2022