Disentangled Representation Learning

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Disentangled Representation Learning

21 November 2022

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Papers citing "Disentangled Representation Learning"

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Title
Aligning Multimodal Representations through an Information Bottleneck Antonio Almudévar José Miguel Hernández-Lobato Sameer Khurana R. Marxer Alfonso Ortega SSL 112 0 0 05 Jun 2025
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation Roger Ferrod C. Dantas Luigi Di Caro Dino Ienco 25 0 0 30 May 2025
Sparsification and Reconstruction from the Perspective of Representation Geometry Wenjie Sun Bingzhe Wu Zhile Yang Chengke Wu 64 0 0 28 May 2025
A Controllable Appearance Representation for Flexible Transfer and Editing Santiago Jimenez-Navarro Julia Guerrero-Viu B. Masiá DiffM 87 0 0 21 Apr 2025
Post-Hoc Concept Disentanglement: From Correlated to Isolated Concept Representations Eren Erogullari Sebastian Lapuschkin Wojciech Samek Frederik Pahde LLMSV CoGe 94 0 0 07 Mar 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 114 1 0 03 Feb 2025
Perception Stitching: Zero-Shot Perception Encoder Transfer for Visuomotor Robot Policies Pingcheng Jian Easop Lee Zachary I. Bell Michael M. Zavlanos Boyuan Chen 185 1 0 03 Jan 2025
Analyzing Generative Models by Manifold Entropic Metrics Daniel Galperin Ullrich Köthe DRL 148 0 0 25 Oct 2024
Disentanglement with Factor Quantized Variational Autoencoders Gulcin Baykal M. Kandemir Gözde B. Ünal CoGe DRL 84 0 0 23 Sep 2024
FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection Naif Alkhunaizi K. Srivatsan Faris Almalik Ibrahim Almakky Karthik Nandakumar FedML 136 1 0 20 Aug 2023
Approaching an unknown communication system by latent space exploration and causal inference Gašper Beguš Andrej Leban Shane Gero 50 4 0 20 Mar 2023
Out-Of-Distribution Generalization on Graphs: A Survey Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 125 102 0 16 Feb 2022