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Autoencoders

1095 directly classified papers

Papers per year

Papers

Conjugate Energy-Based Models ICML 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ICCV 2021
DECA: Deep Viewpoint-Equivariant Human Pose Estimation Using Capsule Autoencoders ICCV 2021
Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence ICCV 2021
Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion ICCV 2021
Semantic Scene Completion via Integrating Instances and Scene In-the-Loop CVPR 2021
Contrastive Learning for Compact Single Image Dehazing CVPR 2021
Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction ICCV 2021
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021
Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection ICCV 2021
Unconditional Scene Graph Generation ICCV 2021
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition INTERSPEECH 2021
Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio ACL 2021
Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting AAAI 2021
Deep Structural Contrastive Subspace Clustering ACML 2021
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space ACML 2021
Deep Fusion Clustering Network AAAI 2021
Towards Domain Invariant Single Image Dehazing AAAI 2021
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder MIDL 2021
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes AAAI 2021
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders EMNLP 2021
Convex Aggregation for Opinion Summarization EMNLP 2021
Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency NIPS 2021