mlsanityData to 13 Oct 2026

Domain Intersection and Domain Difference

arXiv 1908.11628 ↗First posted 30 Aug 2019cs.CVcited by 17

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Abstract (arXiv)

We present a method for recovering the shared content between two visual domains as well as the content that is unique to each domain. This allows us to map from one domain to the other, in a way in which the content that is specific for the first domain is removed and the content that is specific for the second is imported from any image in the second domain. In addition, our method enables generation of images from the intersection of the two domains as well as their union, despite having no such samples during training. The method is shown analytically to contain all the sufficient and necessary constraints. It also outperforms the literature methods in an extensive set of experiments. Our code is available at https://github.com/sagiebenaim/DomainIntersectionDifference.

Key facts. Cited by 17 papers in the map (data through 13 Oct 2026). First posted on arXiv 30 Aug 2019.

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Citing papers per year: 2021: 5; 2022: 3; 2023: 2; 2024: 2; 2025: 1; 2026: 4.

17 papers.

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  1. 2021Image-to-image Translation via Hierarchical Style Disentanglementcited by 63
  2. 2021Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Modelscited by 41
  3. 2023Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Drivingcited by 29
  4. 2021Representation Disentanglement for Multi-modal brain MR Analysiscited by 22
  5. 2022Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structurescited by 18
  6. 2024Double InfoGAN for Contrastive Analysiscited by 7
  7. 2025GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domaincited by 7
  8. 2021JOKR: Joint Keypoint Representation for Unsupervised Cross-Domain Motion Retargetingcited by 3
  9. 2023Language-free Compositional Action Generation via Decoupling Refinementcited by 2
  10. 2021Disentangled Unsupervised Image Translation via Restricted Information Flowcited by 1
  11. 2022Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentationcited by 1
  12. 2024Multi-view X-ray Image Synthesis with Multiple Domain Disentanglement from CT Scanscited by 1
5 more
  1. 2026Content-Style Identification via Differential Independencecited by 1
  2. 2026Diff-CA: Separating Common and Salient Factors with Diffusion Modelscited by 1
  3. 2022On Disentangled and Locally Fair Representationscited by 0
  4. 2026Modality-Aware and Anatomical Vector-Quantized Autoencoding for Multimodal Brain MRIcited by 0
  5. 2026Counterfactual Contrastive Analysiscited by 0