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Autoencoders

1,154 papers

Papers per year

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Papers

Towards Domain Invariant Single Image Dehazing AAAI 2021
Deep Fusion Clustering Network AAAI 2021
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes AAAI 2021
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021
Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio ACL 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021
Unsupervised Class-Specific Abstractive Summarization of Customer Reviews ACL 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021
Deep Structural Contrastive Subspace Clustering ACML 2021
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space ACML 2021
Scalable Gaussian Process Variational Autoencoders AISTATS 2021
Learning Bijective Feature Maps for Linear ICA AISTATS 2021
Invertible Denoising Network: A Light Solution for Real Noise Removal CVPR 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction CVPR 2021
Contrastive Learning for Compact Single Image Dehazing CVPR 2021
PAUL: Procrustean Autoencoder for Unsupervised Lifting CVPR 2021
Single Image Depth Prediction With Wavelet Decomposition CVPR 2021
Dual Contradistinctive Generative Autoencoder CVPR 2021
NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces CVPR 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders CVPR 2021
Large-Capacity Image Steganography Based on Invertible Neural Networks CVPR 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression CVPR 2021
3D Shape Generation With Grid-Based Implicit Functions CVPR 2021
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data CVPR 2021