S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation

23 May 2020

Papers citing "S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation"

49 / 49 papers shown

Title
Kriging and Gaussian Process Interpolation for Georeferenced Data Augmentation Frédérick Fabre Ferber Dominique Gay Jean-Christophe Soulié Jean Diatta Odalric-Ambrym Maillard 41 0 0 13 Jan 2025
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
Towards Cost Sensitive Decision Making Yang Li Junier Oliva OffRL 23 0 0 04 Oct 2024
Sequential Representation Learning via Static-Dynamic Conditional Disentanglement Mathieu Cyrille Simon Pascal Frossard Christophe De Vleeschouwer CoGe CML 31 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
FacEnhance: Facial Expression Enhancing with Recurrent DDPMs Hamza Bouzid Lahoucine Ballihi DiffM 34 1 0 13 Jun 2024
Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications Dayang Liang Jinyang Lai Yunlong Liu 29 0 0 30 May 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference Benjamin Eysenbach Vivek Myers Ruslan Salakhutdinov Sergey Levine AI4TS 39 8 0 06 Mar 2024
Nonstationary Time Series Forecasting via Unknown Distribution Adaptation Zijian Li Ruichu Cai Zhenhui Yang Haiqin Huang Guan-Hong Chen Yifan Shen Zhengming Chen Xiangchen Song Kun Zhang OOD AI4TS 26 2 0 20 Feb 2024
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning Changsheng Lv Shuai Zhang Yapeng Tian Mengshi Qi Huadong Ma CML 42 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 36 12 0 28 Oct 2023
Learning Concept-Based Causal Transition and Symbolic Reasoning for Visual Planning Yilue Qian Peiyu Yu Ying Nian Wu Yao Su Wei Wang Lifeng Fan LRM 37 4 0 05 Oct 2023
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition Cong Wu Xiaojun Wu Josef Kittler Tianyang Xu Sara Atito Muhammad Awais Zhenhua Feng 22 3 0 11 Sep 2023
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data Cheol Jun Cho Edward F. Chang Gopala K. Anumanchipalli 38 6 0 12 Aug 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation Ilana D Naiman Nimrod Berman Omri Azencot DRL 26 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
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 154 0 07 Mar 2023
Learning Interpretable Low-dimensional Representation via Physical Symmetry Xuanjie Liu Daniel Y. Chin Yichen Huang Gus Xia 24 3 0 05 Feb 2023
Self-Supervised Learning for Data Scarcity in a Fatigue Damage Prognostic Problem A. Akrim C. Gogu R. Vingerhoeds M. Salaün AI4CE 15 23 0 20 Jan 2023
Audio2Gestures: Generating Diverse Gestures from Audio Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Linchao Bao Zhenyu He DiffM SLR 23 8 0 17 Jan 2023
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
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure Xueliang Zhao Lemao Liu Tingchen Fu Shuming Shi Dongyan Zhao Rui Yan 121 4 0 22 Oct 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification Jiashu Xu S. Stirenko 28 2 0 11 Oct 2022
Sketching the Expression: Flexible Rendering of Expressive Piano Performance with Self-Supervised Learning Seungyeon Rhyu Sarah Kim Kyogu Lee 19 8 0 31 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 32 19 0 15 Aug 2022
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences Mubashir Imran Hongzhi Yin Tong Chen Nguyen Quoc Viet Hung Alexander Zhou Kai Zheng 27 69 0 28 Jul 2022
Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio Yin-Jyun Luo Sebastian Ewert S. Dixon CoGe 19 12 0 12 May 2022
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE Jiachen Lian Chunlei Zhang Gopala Krishna Anumanchipalli Dong Yu 11 23 0 11 May 2022
Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis Yun Yvonna Li Zhe Liu L. Yao Jessica J.M.Monaghan David Mcalpine 20 7 0 03 May 2022
Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion Jiachen Lian Chunlei Zhang Dong Yu DRL 17 50 0 30 Mar 2022
Enhancing Zero-Shot Many to Many Voice Conversion with Self-Attention VAE Ziang Long Yunling Zheng Meng Yu Jack Xin DRL 22 5 0 30 Mar 2022
Benchmarking Generative Latent Variable Models for Speech Jakob Drachmann Havtorn Lasse Borgholt Søren Hauberg J. Frellsen Lars Maaløe 18 3 0 22 Feb 2022
Measuring disentangled generative spatio-temporal representation Sichen Zhao Wei Shao Jeffrey Chan Flora D. Salim DRL AI4TS 19 2 0 10 Feb 2022
Decoupling Local and Global Representations of Time Series S. Tonekaboni Chun-Liang Li Sercan Ö. Arik Anna Goldenberg Tomas Pfister AI4TS CML OOD 19 20 0 04 Feb 2022
On Causally Disentangled Representations Abbavaram Gowtham Reddy Benin Godfrey L V. Balasubramanian OOD CML 26 21 0 10 Dec 2021
Hamiltonian latent operators for content and motion disentanglement in image sequences Asif Khan Amos Storkey 16 2 0 02 Dec 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo X. Zuo Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 63 22 0 12 Nov 2021
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process Chulin Wang K. Yeo Xiao Jin Andrés Codas L. Klein Bruce Elmegreen DiffM 46 12 0 08 Nov 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 29 67 0 28 Oct 2021
Contrastively Disentangled Sequential Variational Autoencoder M. Kiener Weiran Wang Michael Gerndt CoGe DRL 19 40 0 22 Oct 2021
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning Dongjie Wang Kunpeng Liu Pauline Johnson Leilei Sun Bowen Du Yanjie Fu 22 12 0 12 Oct 2021
Online Unsupervised Learning of Visual Representations and Categories Mengye Ren Tyler R. Scott Michael L. Iuzzolino Michael C. Mozer R. Zemel OCL SSL 20 4 0 13 Sep 2021
Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Zhenyu He Linchao Bao SLR 31 101 0 15 Aug 2021
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition Rishabh Kabra Daniel Zoran Goker Erdogan Loic Matthey Antonia Creswell M. Botvinick Alexander Lerchner Christopher P. Burgess OCL 38 76 0 07 Jun 2021
Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression Zigang Geng Ke Sun Bin Xiao Zhaoxiang Zhang Jingdong Wang 3DH 21 242 0 06 Apr 2021
VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts M. Vowels Necati Cihan Camgöz Richard Bowden CoGe 22 8 0 12 Mar 2021
Video Reenactment as Inductive Bias for Content-Motion Disentanglement Juan Felipe Hernandez Albarracin Adín Ramirez Rivera 22 2 0 30 Jan 2021
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches Bingchen Liu Kunpeng Song Ahmed Elgammal 16 30 0 26 Feb 2020