Disentangled Representation Learning

21 November 2022

Papers citing "Disentangled Representation Learning"

50 / 55 papers shown

Title
Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning Shunxin Guo Jiaqi Lv Xin Geng 44 0 0 27 Apr 2025
A Controllable Appearance Representation for Flexible Transfer and Editing Santiago Jimenez-Navarro Julia Guerrero-Viu B. Masiá DiffM 23 0 0 21 Apr 2025
Interpretable Deep Learning Paradigm for Airborne Transient Electromagnetic Inversion Shuang Wang X. Wang Fei Deng Xiaodong Yu Peifan Jiang Lifeng Mao 47 0 0 28 Mar 2025
DREMnet: An Interpretable Denoising Framework for Semi-Airborne Transient Electromagnetic Signal Shuang Wang Ming Guo X. Wang Fei Deng Lifeng Mao Bin Wang Wenlong Gao 49 0 0 28 Mar 2025
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data Masoumeh Sharafi Emma Ollivier Muhammad Osama Zeeshan Soufiane Belharbi M. Pedersoli A. L. Koerich Simon L Bacon EricGranger 69 1 0 26 Mar 2025
CoE: Chain-of-Explanation via Automatic Visual Concept Circuit Description and Polysemanticity Quantification Wenlong Yu Qilong Wang Chuang Liu Dong Li Q. Hu LRM 58 0 0 19 Mar 2025
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement Chenrui Ma Rongchang Zhao Xi Xiao Hongyang Xie Tianyang Wang X. Wang H. M. Zhang Yanning Shen 53 1 0 11 Mar 2025
Post-Hoc Concept Disentanglement: From Correlated to Isolated Concept Representations Eren Erogullari Sebastian Lapuschkin Wojciech Samek Frederik Pahde LLMSV CoGe 59 0 0 07 Mar 2025
URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search Seok-Ung Choi Joonghyuk Hahn Yo-Sub Han 48 0 0 11 Feb 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 62 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 63 1 0 03 Jan 2025
Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning Runwu Shi Katsutoshi Itoyama K. Nakadai SSL DRL 29 1 0 31 Dec 2024
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 25 0 0 31 Oct 2024
Disentangled and Self-Explainable Node Representation Learning Simone Piaggesi Andre' Panisson Megha Khosla 11 0 0 28 Oct 2024
Analyzing Generative Models by Manifold Entropic Metrics Daniel Galperin Ullrich Köthe DRL 11 0 0 25 Oct 2024
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation Xiaoshan Yu Chuan Qin Qi Zhang Chen Zhu Haiping Ma Xingyi Zhang Hengshu Zhu 21 2 0 10 Oct 2024
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions Yu-Shin Huang Peter Just Krishna Narayanan Chao Tian 28 2 0 06 Oct 2024
Disentangling Textual and Acoustic Features of Neural Speech Representations Hosein Mohebbi Grzegorz Chrupała Willem H. Zuidema A. Alishahi Ivan Titov CoGe 19 0 0 03 Oct 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 18 1 0 25 Sep 2024
Disentanglement with Factor Quantized Variational Autoencoders Gulcin Baykal M. Kandemir Gözde B. Ünal CoGe DRL 19 0 0 23 Sep 2024
What Machine Learning Tells Us About the Mathematical Structure of Concepts Jun Otsuka 16 0 0 28 Aug 2024
Enhancing Cross-Modal Medical Image Segmentation through Compositionality Aniek Eijpe V. Corbetta Kalina Chupetlovska Regina Beets-Tan Wilson Silva 20 0 0 21 Aug 2024
Defining and Measuring Disentanglement for non-Independent Factors of Variation Antonio Almudévar Alfonso Ortega Luis Vicente A. Miguel Eduardo Lleida CoGe DRL 31 0 0 13 Aug 2024
Sequential Representation Learning via Static-Dynamic Conditional Disentanglement Mathieu Cyrille Simon Pascal Frossard Christophe De Vleeschouwer CoGe CML 24 1 0 10 Aug 2024
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning Dino Ienco C. Dantas 25 2 0 05 Aug 2024
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models Baao Xie Qiuyu Chen Yunnan Wang Zequn Zhang Xin Jin Wenjun Zeng OffRL 23 2 0 26 Jul 2024
Towards Compositionality in Concept Learning Adam Stein Aaditya Naik Yinjun Wu Mayur Naik Eric Wong CoGe 37 2 0 26 Jun 2024
SE-VGAE: Unsupervised Disentangled Representation Learning for Interpretable Architectural Layout Design Graph Generation Jielin Chen R. Stouffs CoGe 31 0 0 25 Jun 2024
Disentangled Representation Learning for Environment-agnostic Speaker Recognition Kihyun Nam Hee-Soo Heo Jee-weon Jung Joon Son Chung 29 0 0 20 Jun 2024
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content Abhinau K. Venkataramanan Cosmin Stejerean Ioannis Katsavounidis Hassene Tmar A. Bovik DRL 30 1 0 20 Apr 2024
Rethinking Multi-view Representation Learning via Distilled Disentangling Guanzhou Ke Bo Wang Xiaoli Wang Shengfeng He 21 3 0 16 Mar 2024
Causal Disentanglement for Regulating Social Influence Bias in Social Recommendation Li Wang Min Xu Quangui Zhang Yunxiao Shi Qiang Wu CML 18 1 0 06 Mar 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Eric Wang Feng Ding Shu Hu 37 32 0 27 Feb 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang Cuiling Lan Yan Lu Nanning Zheng DiffM 17 6 0 15 Feb 2024
Closed-Loop Unsupervised Representation Disentanglement with $β$ -VAE Distillation and Diffusion Probabilistic Feedback Xin Jin Bo Li Baao Xie Wenyao Zhang Jinming Liu Ziqiang Li Tao Yang Wenjun Zeng DRL DiffM CoGe 24 7 0 04 Feb 2024
DSNet: Disentangled Siamese Network with Neutral Calibration for Speech Emotion Recognition Chengxin Chen Pengyuan Zhang 11 0 0 25 Dec 2023
Supervised structure learning Karl J. Friston Lancelot Da Costa Alexander Tschantz Alex B. Kiefer Tommaso Salvatori ... Noor Sajid Dimitrije Marković Thomas Parr Tim Verbelen Christopher L. Buckley DRL 17 8 0 17 Nov 2023
Post-training Quantization for Text-to-Image Diffusion Models with Progressive Calibration and Activation Relaxing Siao Tang Xin Wang Hong Chen Chaoyu Guan Zewen Wu Yansong Tang Wenwu Zhu MQ 27 6 0 10 Nov 2023
Algebras of actions in an agent's representations of the world Alexander Dean Eduardo Alonso Esther Mondragón 17 0 0 02 Oct 2023
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 32 1 0 20 Aug 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 16 5 0 18 May 2023
Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis Dongjie Wang Zhengzhang Chen Yanjie Fu Yanchi Liu Haifeng Chen CML 19 0 0 18 May 2023
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation Hong Chen Yipeng Zhang Simin Wu Xin Eric Wang Xuguang Duan Yuwei Zhou Wenwu Zhu DiffM 10 47 0 05 May 2023
Leveraging sparse and shared feature activations for disentangled representation learning Marco Fumero F. Wenzel L. Zancato Alessandro Achille Emanuele Rodolà Stefano Soatto Bernhard Schölkopf Francesco Locatello OOD DRL 27 21 0 17 Apr 2023
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation Siyu Wang Xiaocong Chen Quan.Z Sheng Yihong Zhang Lina Yao CML 15 13 0 17 Apr 2023
Approaching an unknown communication system by latent space exploration and causal inference G. Beguš Andrej Leban Shane Gero 11 4 0 20 Mar 2023
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 59 87 0 12 Oct 2022
$β$ -CapsNet: Learning Disentangled Representation for CapsNet by Information Bottleneck Ming-fei Hu Jian-wei Liu SSL 32 1 0 12 Sep 2022
Towards Counterfactual Image Manipulation via CLIP Yingchen Yu Fangneng Zhan Rongliang Wu Jiahui Zhang Shijian Lu Miaomiao Cui Xuansong Xie Xiansheng Hua C. Miao CLIP 32 29 0 06 Jul 2022
Out-Of-Distribution Generalization on Graphs: A Survey Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 8 96 0 16 Feb 2022