Generalized Multimodal ELBO

6 May 2021

Papers citing "Generalized Multimodal ELBO"

20 / 20 papers shown

Title
Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders R. A. Mancisidor Robert Jenssen Shujian Yu Michael C. Kampffmeyer 27 0 0 02 May 2025
A Markov Random Field Multi-Modal Variational AutoEncoder Fouad Oubari M. Baha Raphael Meunier Rodrigue Décatoire Mathilde Mougeot 36 0 0 18 Aug 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 37 18 0 12 Mar 2024
A tutorial on multi-view autoencoders using the multi-view-AE library A. L. Aguila André Altmann 49 2 0 12 Mar 2024
Through-Wall Imaging based on WiFi Channel State Information Julian Strohmayer Rafael Sterzinger Christian Stippel Martin Kampel 24 0 0 30 Jan 2024
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 28 0 0 10 Oct 2023
A multimodal dynamical variational autoencoder for audiovisual speech representation learning Samir Sadok Simon Leglaive Laurent Girin Xavier Alameda-Pineda Renaud Séguier 25 11 0 05 May 2023
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors Cristian Meo Anirudh Goyal Justin Dauwels DRL CoGe CML 27 1 0 08 Apr 2023
Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks M. J. Bocus Xiaoyang Wang Robert Piechocki 15 1 0 24 Feb 2023
eVAE: Evolutionary Variational Autoencoder Zhangkai Wu LongBing Cao Lei Qi BDL DRL 33 10 0 01 Jan 2023
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics Manuela Brenner Florian Hess G. Koppe Daniel Durstewitz 28 9 0 15 Dec 2022
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 33 2 0 07 Nov 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 42 68 0 13 Oct 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization Adrián Javaloy Maryam Meghdadi Isabel Valera 19 26 0 09 Jun 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 35 265 0 04 Apr 2022
Multi-View Dreaming: Multi-View World Model with Contrastive Learning Akira Kinose Masashi Okada Ryogo Okumura T. Taniguchi OffRL 21 10 0 15 Mar 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators Wenxue Chen Jianke Zhu 48 3 0 20 Dec 2021
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series Daniel Kramer P. Bommer Carlo Tombolini G. Koppe Daniel Durstewitz BDL AI4TS AI4CE 22 18 0 04 Nov 2021
Discriminative Multimodal Learning via Conditional Priors in Generative Models R. A. Mancisidor Michael C. Kampffmeyer K. Aas Robert Jenssen GAN 20 5 0 09 Oct 2021
Learning Multimodal VAEs through Mutual Supervision Thomas Joy Yuge Shi Philip H. S. Torr Tom Rainforth Sebastian M. Schmon N. Siddharth SSL 24 20 0 23 Jun 2021