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Disentangling by Factorising

16 February 2018

Papers citing "Disentangling by Factorising"

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Title
Discrete and continuous representations and processing in deep learning: Looking forward Ruben Cartuyvels Graham Spinks Marie-Francine Moens OCL 91 20 0 04 Jan 2022
Disentanglement and Generalization Under Correlation Shifts Christina M. Funke Paul Vicol Kuan-Chieh Wang Matthias Kümmerer R. Zemel Matthias Bethge OOD 114 7 0 29 Dec 2021
Beta-VAE Reproducibility: Challenges and Extensions M. Fil Munib Mesinovic Matthew Morris J. Wildberger DRL 39 9 0 28 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models Alon Jacovi Junyoung Lee Alexander Lerch DRL 45 1 0 20 Dec 2021
Self-supervised Enhancement of Latent Discovery in GANs Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath S. Sumitra 74 3 0 16 Dec 2021
Object Pursuit: Building a Space of Objects via Discriminative Weight Generation Chuanyu Pan Yanchao Yang Kaichun Mo Yueqi Duan Leonidas Guibas OCL 41 1 0 15 Dec 2021
Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing Tuan Hoang Thanh-Toan Do Tam V. Nguyen Ngai-Man Cheung 70 26 0 13 Dec 2021
On Causally Disentangled Representations Abbavaram Gowtham Reddy Benin Godfrey L V. Balasubramanian OOD CML 95 22 0 10 Dec 2021
Causal Imitative Model for Autonomous Driving Mohammad Reza Samsami Mohammadhossein Bahari Saber Salehkaleybar Alexandre Alahi CML 67 12 0 07 Dec 2021
Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations Wolfgang Stammer Marius Memmel P. Schramowski Kristian Kersting 179 27 0 04 Dec 2021
Echocardiography Segmentation with Enforced Temporal Consistency Nathan Painchaud Nicolas Duchateau Olivier Bernard Pierre-Marc Jodoin 93 54 0 03 Dec 2021
Learning Physical Concepts in Cyber-Physical Systems: A Case Study Henrik S. Steude Alexander Windmann Oliver Niggemann AI4CE 72 1 0 28 Nov 2021
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric Xing OOD 126 118 0 27 Nov 2021
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model Zipeng Xu Tianwei Lin Hao Tang Fu Li Dongliang He N. Sebe Radu Timofte Luc Van Gool Errui Ding EGVM 95 43 0 26 Nov 2021
Disentangled Unsupervised Image Translation via Restricted Information Flow Ben Usman D. Bashkirova Kate Saenko 59 2 0 26 Nov 2021
Learning Conditional Invariance through Cycle Consistency M. Samarin V. Nesterov Mario Wieser Aleksander Wieczorek S. Parbhoo Volker Roth 67 3 0 25 Nov 2021
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson CoGe 45 15 0 24 Nov 2021
Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation Yunyi Li Pengpeng Zhao Guanfeng Liu Yanchi Liu Victor S. Sheng Yongjing Hao Xiaofang Zhou 74 13 0 20 Nov 2021
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views Nanbo Li Cian Eastwood Robert B. Fisher OCL 106 55 0 13 Nov 2021
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication Lukasz Kuciñski Tomasz Korbak P. Kołodziej Piotr Milo's 111 20 0 11 Nov 2021
Object-Centric Representation Learning with Generative Spatial-Temporal Factorization Nanbo Li Muhammad Ahmed Raza Wenbin Hu Zhaole Sun Robert B. Fisher OCL 73 15 0 09 Nov 2021
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data M. Espadoto G. Appleby Ashley Suh Dylan Cashman Mingwei Li C. Scheidegger Erik W. Anderson Remco Chang A. Telea 47 20 0 02 Nov 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 90 69 0 28 Oct 2021
Group-disentangled Representation Learning with Weakly-Supervised Regularization Linh-Tam Tran Amir Hosein Khasahmadi Aditya Sanghi Saeid Asgari Taghanaki DRL 73 1 0 23 Oct 2021
Contrastively Disentangled Sequential Variational Autoencoder M. Kiener Weiran Wang Michael Gerndt CoGe DRL 110 42 0 22 Oct 2021
A Fine-Grained Analysis on Distribution Shift Olivia Wiles Sven Gowal Florian Stimberg Sylvestre-Alvise Rebuffi Ira Ktena Krishnamurthy Dvijotham A. Cemgil OOD 326 215 0 21 Oct 2021
Illiterate DALL-E Learns to Compose Gautam Singh Fei Deng Sungjin Ahn CoGe OCL 117 139 0 17 Oct 2021
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders Ligong Han S. Musunuri Martin Renqiang Min Ruijiang Gao Yu Tian Dimitris N. Metaxas DRL 64 14 0 17 Oct 2021
Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps Nico Courts Henry Kvinge 38 4 0 13 Oct 2021
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation Shidi Li Miaomiao Liu Christian J. Walder 3DPC 113 29 0 13 Oct 2021
Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework Lu Mi Tianxing He Core Francisco Park Hao Wang Yue Wang Nir Shavit 91 10 0 13 Oct 2021
Discovery of Single Independent Latent Variable Uri Shaham Jonathan Svirsky Ori Katz Ronen Talmon CML 62 2 0 12 Oct 2021
Learning Temporally Causal Latent Processes from General Temporal Data Weiran Yao Yuewen Sun Alex Ho Changyin Sun Kun Zhang BDL CML 120 87 0 11 Oct 2021
Disentangled Sequence to Sequence Learning for Compositional Generalization Hao Zheng Mirella Lapata CoGe DRL 92 39 0 09 Oct 2021
Boxhead: A Dataset for Learning Hierarchical Representations Yukun Chen Andrea Dittadi Frederik Trauble Stefan Bauer Bernhard Schölkopf CML 182 2 0 07 Oct 2021
On the relationship between disentanglement and multi-task learning Lukasz Maziarka A. Nowak Maciej Wołczyk Andrzej Bedychaj OOD DRL 59 4 0 07 Oct 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 104 31 0 06 Oct 2021
Inference-InfoGAN: Inference Independence via Embedding Orthogonal Basis Expansion Hongxiang Jiang Jihao Yin Xiaoyan Luo Fuxiang Wang DRL 70 2 0 02 Oct 2021
Algorithm Fairness in AI for Medicine and Healthcare Richard J. Chen Tiffany Y. Chen Jana Lipkova Judy J. Wang Drew F. K. Williamson Ming Y. Lu S. Sahai Faisal Mahmood FaML 150 47 0 01 Oct 2021
Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders Jinning Li Huajie Shao Dachun Sun Ruijie Wang Yuchen Yan Jinyang Li Shengzhong Liu Hanghang Tong Tarek Abdelzaher CML SSL 119 27 0 01 Oct 2021
DAReN: A Collaborative Approach Towards Reasoning And Disentangling Pritish Sahu Kalliopi Basioti Vladimir Pavlovic 68 1 0 27 Sep 2021
Be More Active! Understanding the Differences between Mean and Sampled Representations of Variational Autoencoders Lisa Bonheme M. Grzes DRL 79 6 0 26 Sep 2021
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models Maciej Wołczyk Magdalena Proszewska Lukasz Maziarka Maciej Ziȩba Patryk Wielopolski Rafał Kurczab Marek Śmieja DRL 76 5 0 18 Sep 2021
DisUnknown: Distilling Unknown Factors for Disentanglement Learning Sitao Xiang Yuming Gu Pengda Xiang Menglei Chai Hao Li Yajie Zhao Mingming He CoGe 148 4 0 16 Sep 2021
Disentangling Generative Factors of Physical Fields Using Variational Autoencoders Christian L. Jacobsen Karthik Duraisamy OOD CoGe CML DRL 55 13 0 15 Sep 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders Giangiacomo Mercatali André Freitas CoGe DRL 59 23 0 15 Sep 2021
Desiderata for Representation Learning: A Causal Perspective Yixin Wang Michael I. Jordan CML 80 84 0 08 Sep 2021
Disentanglement Analysis with Partial Information Decomposition Seiya Tokui Issei Sato CoGe DRL 75 15 0 31 Aug 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 168 536 0 31 Aug 2021