Search Results for author: Nils Murrugarra-Llerena

Found 6 papers, 1 papers with code

Probabilistic Model Incorporating Auxiliary Covariates to Control FDR

no code implementations6 Oct 2022 Lin Qiu, Nils Murrugarra-Llerena, Vítor Silva, Lin Lin, Vernon M. Chinchilli

We incorporate auxiliary covariates among test-level covariates in a deep Black-Box framework controlling FDR (named as NeurT-FDR) which boosts statistical power and controls FDR for multiple-hypothesis testing.

Leveraging Unlabeled Data for Sketch-based Understanding

no code implementations26 Apr 2022 Javier Morales, Nils Murrugarra-Llerena, Jose M. Saavedra

Sketch-based understanding is a critical component of human cognitive learning and is a primitive communication means between humans.

Retrieval

NeurT-FDR: Controlling FDR by Incorporating Feature Hierarchy

2 code implementations24 Jan 2021 Lin Qiu, Nils Murrugarra-Llerena, Vítor Silva, Lin Lin, Vernon M. Chinchilli

Controlling false discovery rate (FDR) while leveraging the side information of multiple hypothesis testing is an emerging research topic in modern data science.

Cross-Modality Personalization for Retrieval

no code implementations CVPR 2019 Nils Murrugarra-Llerena, Adriana Kovashka

We incorporate constraints that encourage gaze and caption samples on the same image to be close in a learned space; we refer to this as content modeling.

Cross-Modal Retrieval Gaze Prediction +1

Image Retrieval with Mixed Initiative and Multimodal Feedback

no code implementations8 May 2018 Nils Murrugarra-Llerena, Adriana Kovashka

How would you search for a unique, fashionable shoe that a friend wore and you want to buy, but you didn't take a picture?

Attribute Image Retrieval +2

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