Autoencoders

On Incorporating Inductive Biases into VAEs ICLR 2022 On the Pitfalls of Using the Residual Error as Anomaly Score MIDL 2022 On the relationship between variational inference and auto-associative memory NeurIPS 2022 Path-Aware and Structure-Preserving Generation of Synthetically Accessible Molecules ICML 2022 Perceiver IO: A General Architecture for Structured Inputs & Outputs ICLR 2022 PhotoWCT2: Compact Autoencoder for Photorealistic Style Transfer Resulting From Blockwise Training and Skip Connections of High-Frequency Residuals WACV 2022 Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training NeurIPS 2022 Posterior Matching for Arbitrary Conditioning NeurIPS 2022 Practical Integration via Separable Bijective Networks ICLR 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Provable Tensor-Train Format Tensor Completion by Riemannian Optimization JMLR 2022 Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case NeurIPS 2022 Reference-Based Speech Enhancement via Feature Alignment and Fusion Network AAAI 2022 Regularized Autoencoders for Isometric Representation Learning ICLR 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes CoRL 2022 Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022 SASIC: Stereo Image Compression With Latent Shifts and Stereo Attention CVPR 2022 SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022 Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022 Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE Interspeech 2022 Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning CVPR 2022 SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022 SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization ICML 2022 Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders IJCAI 2022