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Autoencoders

1,154 papers

Papers per year

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11
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Papers

Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 2018
4D Human Body Correspondences From Panoramic Depth Maps CVPR 2018
What Do Deep Networks Like to See? CVPR 2018
Disentangling Factors of Variation by Mixing Them CVPR 2018
Modeling Facial Geometry Using Compositional VAEs CVPR 2018
Conditional Probability Models for Deep Image Compression CVPR 2018
Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018
A Variational U-Net for Conditional Appearance and Shape Generation CVPR 2018
Light Field Intrinsics With a Deep Encoder-Decoder Network CVPR 2018
Manifold Learning in Quotient Spaces CVPR 2018
TOM-Net: Learning Transparent Object Matting From a Single Image CVPR 2018
Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder EMNLP 2018
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018
An Encoder-Decoder Approach to the Paradigm Cell Filling Problem EMNLP 2018
Hierarchical Quantized Representations for Script Generation EMNLP 2018
Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings EMNLP 2018
Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018
Learning Representations and Generative Models for 3D Point Clouds ICML 2018
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
Inference Suboptimality in Variational Autoencoders ICML 2018
Semi-Amortized Variational Autoencoders ICML 2018