Continuous hierarchical representations with poincaré Variational Auto-Encoder

Continuous hierarchical representations with poincaré Variational Auto-Encoder

The Variational Auto-Encoder (VAE) is a popular method for learning a generative model and embeddings of the data. Many real datasets are hierarchically structured. However, traditional VAEs map data in a Euclidean latent space which cannot efficiently embed tree-like structures. Hyperbolic spaces w...

書誌詳細
主要な著者:	Mathieu,E, Le Lan, C, Maddison, CJ, Tomioka, R, Teh, YW
フォーマット:	Conference item
言語:	English
出版事項:	Curran Associates 2019

類似資料

Partial disentanglement of hierarchical variational auto‐encoder for texture synthesis
著者:: Marek Jakab, 等
出版事項: (2020-12-01)

VAEEG: Variational auto-encoder for extracting EEG representation
著者:: Tong Zhao, 等
出版事項: (2024-12-01)

Representation learning by hierarchical ELM auto‐encoder with double random hidden layers
著者:: Rui Li, 等
出版事項: (2019-06-01)

Learning Sparse Representation With Variational Auto-Encoder for Anomaly Detection
著者:: Jiayu Sun, 等
出版事項: (2018-01-01)

Hamiltonian Variational Auto-Encoder
著者:: Caterini, A, 等
出版事項: (2019)

On the Quality of Deep Representations for Kepler Light Curves Using Variational Auto-Encoders
著者:: Francisco Mena, 等
出版事項: (2021-10-01)

Conditional Variational AutoEncoder based on Stochastic Attacks
著者:: Gabriel Zaid, 等
出版事項: (2023-03-01)

Monte Carlo variational auto-encoders
著者:: Thin, A, 等
出版事項: (2021)

Self-supervised video hashing with hierarchical binary auto-encoder
著者:: Song, Jingkuan, 等
出版事項: (2020)

Identification of miRNA-Small Molecule Associations by Continuous Feature Representation Using Auto-Encoders
著者:: Ibrahim Abdelbaky, 等
出版事項: (2021-12-01)

Self-Supervised Variational Auto-Encoders
著者:: Ioannis Gatopoulos, 等
出版事項: (2021-06-01)

Poincaré sphere trajectory encoding metasurfaces based on generalized Malus’ law
著者:: Zi-Lan Deng, 等
出版事項: (2024-03-01)

Singular value representation of the coherence Poincaré sphere
著者:: Laatikainen Jyrki, 等
出版事項: (2022-01-01)

Null infinity and unitary representation of the Poincare group
著者:: Shamik Banerjee
出版事項: (2019-01-01)

A Transformer-Based Hierarchical Variational AutoEncoder Combined Hidden Markov Model for Long Text Generation
著者:: Kun Zhao, 等
出版事項: (2021-09-01)

Variational AutoEncoder for synthetic insurance data
著者:: Charlotte Jamotton, 等
出版事項: (2024-12-01)

Nearest Neighbours Graph Variational AutoEncoder
著者:: Lorenzo Arsini, 等
出版事項: (2023-03-01)

Quantifying Poincare’s Continuation Method for Nonlinear Oscillators
著者:: Daniel Núñez, 等
出版事項: (2015-01-01)

Continual unsupervised representation learning
著者:: Rao, D, 等
出版事項: (2019)

Multimodal protein representation learning and target-aware variational auto-encoders for protein-binding ligand generation
著者:: Nhat Khang Ngo, 等
出版事項: (2024-01-01)

Hierarchical Transformer Encoder With Structured Representation for Abstract Reasoning
著者:: Jinwon An, 等
出版事項: (2020-01-01)

HierTTS: Expressive End-to-End Text-to-Waveform Using a Multi-Scale Hierarchical Variational Auto-Encoder
著者:: Zengqiang Shang, 等
出版事項: (2023-01-01)

Semantic-aware auto-encoders for self-supervised representation learning
著者:: Wang, G, 等
出版事項: (2022)

Representation learning with efficient extreme learning machine auto-encoders
著者:: Zhang, Guanghao
出版事項: (2021)

Locality preserving binary face representations using auto‐encoders
著者:: Mohamed Amine Hmani, 等
出版事項: (2022-09-01)

Sparse, Robust and Discriminative Representation by Supervised Regularized Auto-encoder
著者:: Nima Farajian
出版事項: (2019-06-01)

Disentangled variational auto-encoder for semi-supervised learning
著者:: Li, Yang, 等
出版事項: (2021)

Variational AutoEncoder to Identify Anomalous Data in Robots
著者:: Luigi Pangione, 等
出版事項: (2021-07-01)

Data-Targeted Prior Distribution for Variational AutoEncoder
著者:: Nissrine Akkari, 等
出版事項: (2021-09-01)

Benchmarking variational AutoEncoders on cancer transcriptomics data
著者:: Mostafa Eltager, 等
出版事項: (2023-01-01)

Benchmarking variational AutoEncoders on cancer transcriptomics data.
著者:: Mostafa Eltager, 等
出版事項: (2023-01-01)

Symbolic expression generation via variational auto-encoder
著者:: Sergei Popov, 等
出版事項: (2023-03-01)

InvMap and Witness Simplicial Variational Auto-Encoders
著者:: Aniss Aiman Medbouhi, 等
出版事項: (2023-02-01)

Any-to-any voice conversion using representation separation auto-encoder
著者:: Zhihua JIAN, 等
出版事項: (2024-02-01)

Any-to-any voice conversion using representation separation auto-encoder
著者:: Zhihua JIAN, 等
出版事項: (2024-02-01)

Shared Representation of SAR Target and Shadow Based on Multilayer Auto-encoder
著者:: Sun Zhi-jun, 等
出版事項: (2013-06-01)

Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey
著者:: Ikram Eddahmani, 等
出版事項: (2023-02-01)

A Specific and Selective Neural Response Representation With Decorrelating Auto-Encoder
著者:: Jie Zhou, 等
出版事項: (2019-01-01)

The unitary representations of the Poincar\'e group in any spacetime dimension
著者:: Xavier Bekaert, Nicolas Boulanger
出版事項: (2021-06-01)

The thalamus encodes and updates context representations during hierarchical cognitive control.
著者:: Xitong Chen, 等
出版事項: (2024-12-01)