Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders

1 February 2024

Papers citing "Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders"

8 / 8 papers shown

Title
LangVAE and LangSpace: Building and Probing for Language Model VAEs Danilo S. Carvalho Yingji Zhang Harriet Unsworth André Freitas 34 0 0 29 Mar 2025
Nexus-O: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision Che Liu Yingji Zhang D. Zhang Weijie Zhang Chenggong Gong ... André Freitas Qifan Wang Z. Xu Rongjuncheng Zhang Yong Dai AuLLM 63 0 0 26 Feb 2025
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks Yingji Zhang Danilo S. Carvalho André Freitas DRL 19 7 0 02 May 2023
Learning Disentangled Representations for Natural Language Definitions Danilo S. Carvalho Giangiacomo Mercatali Yingji Zhang André Freitas CoGe DRL 28 8 0 22 Sep 2022
Discovering and Explaining the Representation Bottleneck of DNNs Huiqi Deng Qihan Ren Hao Zhang Quanshi Zhang 27 59 0 11 Nov 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders Giangiacomo Mercatali André Freitas CoGe DRL 32 23 0 15 Sep 2021
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 237 184 0 17 Apr 2021
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 39 58 0 04 Jan 2021