How do Variational Autoencoders Learn? Insights from Representational
Similarity

How do Variational Autoencoders Learn? Insights from Representational Similarity

17 May 2022

Papers citing "How do Variational Autoencoders Learn? Insights from Representational Similarity"

11 / 11 papers shown

Title
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces Souhail Hadgi Luca Moschella Andrea Santilli Diego Gomez Qixing Huang Emanuele Rodolà Simone Melzi M. Ovsjanikov 40 0 0 07 Mar 2025
Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita Chanakya Ekbote Liu Ziyin Paul Pu Liang 50 1 0 22 Feb 2025
Latent Space Translation via Inverse Relative Projection Valentino Maiorca Luca Moschella Marco Fumero Francesco Locatello Emanuele Rodolà 34 1 0 21 Jun 2024
Latent Functional Maps Marco Fumero Marco Pegoraro Valentino Maiorca Francesco Locatello Emanuele Rodolà 27 1 0 20 Jun 2024
Do Vision and Language Encoders Represent the World Similarly? Mayug Maniparambil Raiymbek Akshulakov Y. A. D. Djilali Sanath Narayan M. Seddik K. Mangalam Noel E. O'Connor VLM 21 11 0 10 Jan 2024
Latent Space Translation via Semantic Alignment Valentino Maiorca Luca Moschella Antonio Norelli Marco Fumero Francesco Locatello Emanuele Rodolà 24 20 0 01 Nov 2023
Deconstructing deep active inference Théophile Champion Marek Grze's Lisa Bonheme Howard L. Bowman AI4CE 30 7 0 02 Mar 2023
Bootstrapping Parallel Anchors for Relative Representations Irene Cannistraci Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Emanuele Rodolà 26 4 0 01 Mar 2023
Relative representations enable zero-shot latent space communication Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Francesco Locatello Emanuele Rodolà 19 94 0 30 Sep 2022
Be More Active! Understanding the Differences between Mean and Sampled Representations of Variational Autoencoders Lisa Bonheme M. Grzes DRL 11 6 0 26 Sep 2021
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 136 120 0 05 Sep 2019