Contrastively Disentangled Sequential Variational Autoencoder

22 October 2021

Papers citing "Contrastively Disentangled Sequential Variational Autoencoder"

25 / 25 papers shown

Title
Unsupervised Representation Learning from Sparse Transformation Analysis Yue Song Thomas Anderson Keller Yisong Yue Pietro Perona Max Welling DRL 29 0 0 07 Oct 2024
Sequential Representation Learning via Static-Dynamic Conditional Disentanglement Mathieu Cyrille Simon Pascal Frossard Christophe De Vleeschouwer CoGe CML 26 1 0 10 Aug 2024
Combining audio control and style transfer using latent diffusion Andreas Maier Yuliya Burankova Anne Hartebrodt David B. Blumenthal DiffM 32 2 0 31 Jul 2024
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element Nimrod Berman Ilan Naiman Idan Arbiv Gal Fadlon Omri Azencot CoGe 34 4 0 26 Jun 2024
Enhancing Evolving Domain Generalization through Dynamic Latent Representations Binghui Xie Yongqiang Chen Jiaqi Wang Kaiwen Zhou Bo Han Wei Meng James Cheng 28 5 0 16 Jan 2024
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning Changsheng Lv Shuai Zhang Yapeng Tian Mengshi Qi Huadong Ma CML 37 16 0 30 Oct 2023
Temporally Disentangled Representation Learning under Unknown Nonstationarity Xiangchen Song Weiran Yao Yewen Fan Xinshuai Dong Guan-Hong Chen Juan Carlos Niebles Eric P. Xing Kun Zhang CML OOD 31 12 0 28 Oct 2023
Contrastive Speaker Embedding With Sequential Disentanglement Youzhi Tu Man-Wai Mak Jen-Tzung Chien CoGe 11 5 0 23 Sep 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation Ilana D Naiman Nimrod Berman Omri Azencot DRL 16 6 0 25 May 2023
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders Nimrod Berman Ilana D Naiman Omri Azencot CoGe 22 21 0 30 Mar 2023
Learning Interpretable Low-dimensional Representation via Physical Symmetry Xuanjie Liu Daniel Y. Chin Yichen Huang Gus Xia 16 3 0 05 Feb 2023
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics Manuela Brenner Florian Hess G. Koppe Daniel Durstewitz 18 9 0 15 Dec 2022
Retrieval-based Disentangled Representation Learning with Natural Language Supervision Jiawei Zhou Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu L. Chen DRL 27 6 0 15 Dec 2022
Predicting Human Mobility via Self-supervised Disentanglement Learning Qiang Gao Jinyung Hong Xovee Xu Ping Kuang Fan Zhou Goce Trajcevski 18 12 0 17 Nov 2022
DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation Azade Farshad Yousef Yeganeh Helisa Dhamo F. Tombari Nassir Navab DiffM OCL DRL CoGe 19 4 0 10 Nov 2022
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences L. Guan Karthik Valmeekam Subbarao Kambhampati 49 8 0 28 Oct 2022
Modular Representations for Weak Disentanglement Andrea Valenti D. Bacciu 18 0 0 12 Sep 2022
ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation Yu Wang Hengrui Zhang Zhiwei Liu Liangwei Yang Philip S. Yu DRL 29 48 0 27 Aug 2022
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Pengfei Wei Lingdong Kong Xinghua Qu Yi Ren Zhiqiang Xu Jing Jiang Xiang Yin 20 19 0 15 Aug 2022
Leveraging Relational Information for Learning Weakly Disentangled Representations Andrea Valenti D. Bacciu CoGe DRL 22 5 0 20 May 2022
Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio Yin-Jyun Luo Sebastian Ewert S. Dixon CoGe 14 12 0 12 May 2022
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE Jiachen Lian Chunlei Zhang Gopala Krishna Anumanchipalli Dong Yu 6 23 0 11 May 2022
Decoupling Local and Global Representations of Time Series S. Tonekaboni Chun-Liang Li Sercan Ö. Arik Anna Goldenberg Tomas Pfister AI4TS CML OOD 14 20 0 04 Feb 2022
Disentangled Recurrent Wasserstein Autoencoder Jun Han Martin Renqiang Min Ligong Han Erran L. Li Xuan Zhang CoGe SyDa DRL 27 33 0 19 Jan 2021
Weakly-Supervised Disentanglement Without Compromises Francesco Locatello Ben Poole Gunnar Rätsch Bernhard Schölkopf Olivier Bachem Michael Tschannen CoGe OOD DRL 173 313 0 07 Feb 2020