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Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network

Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network

30 June 2021
Zhibin Duan
Dongsheng Wang
Bo Chen
Chaojie Wang
Wenchao Chen
Yewen Li
J. Ren
Mingyuan Zhou
    BDL
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Papers citing "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network"

18 / 18 papers shown
Title
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
Delvin Ce Zhang
Menglin Yang
Xiaobao Wu
Jiasheng Zhang
Hady W. Lauw
45
0
0
17 Feb 2025
Variational Language Concepts for Interpreting Foundation Language
  Models
Variational Language Concepts for Interpreting Foundation Language Models
Hengyi Wang
Shiwei Tan
Zhiqing Hong
Desheng Zhang
Hao Wang
27
3
0
04 Oct 2024
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space
Yuyin Lu
Hegang Chen
Pengbo Mao
Yanghui Rao
H. Xie
Fu Lee Wang
Qing Li
BDL
18
0
0
27 Aug 2024
Disentangled Generative Graph Representation Learning
Disentangled Generative Graph Representation Learning
Xinyue Hu
Zhibin Duan
Xinyang Liu
Yuxin Li
Bo Chen
Mingyuan Zhou
33
0
0
24 Aug 2024
A Non-negative VAE:the Generalized Gamma Belief Network
A Non-negative VAE:the Generalized Gamma Belief Network
Zhibin Duan
Tiansheng Wen
Muyao Wang
Bo Chen
Mingyuan Zhou
BDL
21
1
0
06 Aug 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges
A Survey on Neural Topic Models: Methods, Applications, and Challenges
Xiaobao Wu
Thong Nguyen
A. Luu
BDL
16
33
0
27 Jan 2024
On the Affinity, Rationality, and Diversity of Hierarchical Topic
  Modeling
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
Xiaobao Wu
Fengjun Pan
Thong Nguyen
Yichao Feng
Chaoqun Liu
Cong-Duy Nguyen
A. Luu
18
21
0
25 Jan 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided
  Document Generation
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
YoungJoon Yoo
Jongwon Choi
BDL
13
2
0
15 Dec 2023
Towards the TopMost: A Topic Modeling System Toolkit
Towards the TopMost: A Topic Modeling System Toolkit
Xiaobao Wu
Fengjun Pan
A. Luu
15
14
0
13 Sep 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal
  transport
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
Weijie Xu
Xiaoyu Jiang
Srinivasan H. Sengamedu
Francis Iannacci
Jinjin Zhao
OT
BDL
14
17
0
03 Jul 2023
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models
Simra Shahid
Tanay Anand
Nikitha Srikanth
S. Bhatia
Balaji Krishnamurthy
Nikaash Puri
10
0
0
16 May 2023
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
Yishi Xu
Dongsheng Wang
Bo Chen
Ruiying Lu
Zhibin Duan
Mingyuan Zhou
26
19
0
16 Oct 2022
Knowledge-Aware Bayesian Deep Topic Model
Knowledge-Aware Bayesian Deep Topic Model
Dongsheng Wang
Yishi Xu
Miaoge Li
Zhibin Duan
Chaojie Wang
Bo Chen
Mingyuan Zhou
BDL
16
15
0
20 Sep 2022
Representing Mixtures of Word Embeddings with Mixtures of Topic
  Embeddings
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings
Dongsheng Wang
D. Guo
He Zhao
Huangjie Zheng
Korawat Tanwisuth
Bo Chen
Mingyuan Zhou
17
38
0
03 Mar 2022
TopicNet: Semantic Graph-Guided Topic Discovery
TopicNet: Semantic Graph-Guided Topic Discovery
Zhibin Duan
Yishi Xu
Bo Chen
Dongsheng Wang
Chaojie Wang
Mingyuan Zhou
BDL
27
15
0
27 Oct 2021
Alignment Attention by Matching Key and Query Distributions
Alignment Attention by Matching Key and Query Distributions
Shujian Zhang
Xinjie Fan
Huangjie Zheng
Korawat Tanwisuth
Mingyuan Zhou
OOD
27
10
0
25 Oct 2021
Bayesian Attention Modules
Bayesian Attention Modules
Xinjie Fan
Shujian Zhang
Bo Chen
Mingyuan Zhou
107
59
0
20 Oct 2020
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
228
31,150
0
16 Jan 2013
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