Autoencoders

Narrative Plan Generation with Self-Supervised Learning AAAI 2021 Neural Cellular Automata Manifold CVPR 2021 Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks CVPR 2021 NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces CVPR 2021 Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021 Overcomplete Deep Subspace Clustering Networks WACV 2021 Overfitting for Fun and Profit: Instance-Adaptive Data Compression ICLR 2021 PAUL: Procrustean Autoencoder for Unsupervised Lifting CVPR 2021 Planning from Pixels in Atari with Learned Symbolic Representations AAAI 2021 Point-Set Distances for Learning Representations of 3D Point Clouds ICCV 2021 Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation EACL 2021 Predictive Feature Learning for Future Segmentation Prediction ICCV 2021 Principal Bit Analysis: Autoencoding with Schur-Concave Loss ICML 2021 Progressive Seed Generation Auto-Encoder for Unsupervised Point Cloud Learning ICCV 2021 Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection IJCAI 2021 Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness IJCAI 2021 RODNet: Radar Object Detection Using Cross-Modal Supervision WACV 2021 Scalable Gaussian Process Variational Autoencoders AISTATS 2021 Semantic Scene Completion via Integrating Instances and Scene In-the-Loop CVPR 2021 Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021 SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data CVPR 2021 SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations AAAI 2021 Single Image Depth Prediction With Wavelet Decomposition CVPR 2021 SinIR: Efficient General Image Manipulation with Single Image Reconstruction ICML 2021