Disentangled Representations from Non-Disentangled Models

Disentangled Representations from Non-Disentangled Models

11 February 2021

Valentin Khrulkov

L. Mirvakhabova

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Papers citing "Disentangled Representations from Non-Disentangled Models"

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Title
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 209 2 0 31 Oct 2024
Robust GAN inversion Egor Sevriugov Ivan Oseledets 99 0 0 31 Aug 2023
NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent Semantic NavigationIEEE International Conference on Computer Vision (ICCV), 2023 Baao Xie Bo Li Zequn Zhang Junting Dong Xin Jin Jingyu Yang Wenjun Zeng 146 9 0 22 Apr 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art AnalysisInternational Conference on Multimedia Retrieval (ICMR), 2023 Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 134 31 0 20 Apr 2023
Disentangled Representation LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 382 133 0 21 Nov 2022
Visual Concepts TokenizationNeural Information Processing Systems (NeurIPS), 2022 Tao Yang Yuwang Wang Yan Lu Nanning Zheng OCL ViT 159 16 0 20 May 2022
Generative Modeling Helps Weak Supervision (and Vice Versa)International Conference on Learning Representations (ICLR), 2022 Benedikt Boecking Nicholas Roberts Willie Neiswanger Stefano Ermon Frederic Sala Artur Dubrawski 245 1 0 22 Mar 2022
Self-supervised Enhancement of Latent Discovery in GANs Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath S. Sumitra 121 3 0 16 Dec 2021
Latent Transformations via NeuralODEs for GAN-based Image Editing Valentin Khrulkov L. Mirvakhabova Ivan Oseledets Artem Babenko 106 15 0 29 Nov 2021
Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning ViewInternational Conference on Learning Representations (ICLR), 2021 Xuanchi Ren Tao Yang Yuwang Wang W. Zeng CoGe OCL DRL 160 44 0 21 Feb 2021
Structure by Architecture: Structured Representations without RegularizationInternational Conference on Learning Representations (ICLR), 2020 Felix Leeb Giulia Lanzillotta Yashas Annadani M. Besserve Stefan Bauer Bernhard Schölkopf OOD CML 172 8 0 14 Jun 2020