Autoencoders

Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild (Extended Abstract) IJCAI 2021 Unsupervised Motion Representation Learning with Capsule Autoencoders NeurIPS 2021 Unsupervised Part Representation by Flow Capsules ICML 2021 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models ICLR 2021 Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Interspeech 2021 Vector Quantized Models for Planning ICML 2021 Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images ICLR 2021 Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion ICCV 2021 Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction ICCV 2021 Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning ICCV 2021 We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021 Whisper Speech Enhancement Using Joint Variational Autoencoder for Improved Speech Recognition Interspeech 2021 3D Hand Pose Estimation with Disentangled Cross-Modal Latent Space WACV 2020 3FabRec: Fast Few-Shot Face Alignment by Reconstruction CVPR 2020 A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2020 Adversarial Defense based on Structure-to-Signal Autoencoders WACV 2020 Adversarial Latent Autoencoders CVPR 2020 Adversarial Learning on the Latent Space for Diverse Dialog Generation COLING 2020 Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder IJCAI 2020 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020 A Neural Model for Aggregating Coreference Annotation in Crowdsourcing COLING 2020 A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation COLING 2020 A Simple Deconvolutional Mechanism for Point Clouds and Sparse Unordered Data (Student Abstract) AAAI 2020 Associative Memory in Iterated Overparameterized Sigmoid Autoencoders ICML 2020