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Researcher
Katrien Laenen
- Disciplines:Information sciences
Affiliations
- Human-Computer Interaction (HCI) (Division)
Member
From1 Aug 2020 → 31 Oct 2022 - Informatics Section (Division)
Member
From1 Oct 2016 → 4 Aug 2020
Projects
1 - 3 of 3
- Personalized Recommendation with Multimodal ExplanationsFrom1 Nov 2022 → 1 May 2023Funding: FWO junior postdoctoral fellowship
- Personalized recommendation with multimodal explanationsFrom17 Jan 2022 → 31 Oct 2022Funding: BOF - postdoctoral mandates
- Cross-lingual and Cross-modal Fashion Product Linking ans SearchFrom13 Dec 2016 → 31 Mar 2022Funding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 11
- Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction(2023)
Authors: Nathan Cornille, Katrien Laenen, Marie-Francine Moens
- Learning Explainable Disentangled Representations of E-Commerce Data by Aligning Their Visual and Textual Attributes(2022)
Authors: Katrien Laenen, Marie-Francine Moens
- Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models(2022)
Authors: Nathan Cornille, Katrien Laenen, Marie-Francine Moens
- Cross-Modal Representation Learning for Fashion Search and Recommendation(2022)
Authors: Katrien Laenen, Marie-Francine Moens
- Attention-based Fusion for Outfit Recommendation(2020)
Authors: Katrien Laenen, Marie-Francine Moens
Pages: 69 - 86Number of pages: 17 - A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion(2020)
Authors: Katrien Laenen, Marie-Francine Moens
- Multimodal Neural Machine Translation of Fashion E-commerce Descriptions(2019)
Authors: Katrien Laenen, Marie-Francine Moens
Pages: 46 - 57 - Can image captioning help passage retrieval in multimodal question answering?(2019)
Authors: S Sheng, Katrien Laenen, Marie-Francine Moens, Leif Azzopardi, Benno Stein, Norbert Fuhr, Philipp Mayr, Claudia Hauff, Djoerd Hiemstra
Pages: 94 - 101 - Web search of fashion items with multimodal querying(2018)
Authors: Katrien Laenen, Marie-Francine Moens
Pages: 342 - 350 - Cross-modal search for fashion attributes(2017)
Authors: Katrien Laenen, Susana Zoghbi, Marie-Francine Moens
Pages: 1 - 10
Patents
1 - 1 of 1
- Method for evaluating an image (Inventor)