Rafael Sampaio de Rezende | DeepAI

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∙ 04/04/2023

AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation

This paper presents the AToMiC (Authoring Tools for Multimedia Content) ...

0 Jheng-Hong Yang, et al. ∙

∙ 03/15/2022

ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity

An intuitive way to search for images is to use queries composed of an e...

0 Ginger Delmas, et al. ∙

∙ 12/22/2021

Simple and Effective Balance of Contrastive Losses

Contrastive losses have long been a key ingredient of deep metric learni...

0 Arnaud Sors, et al. ∙

∙ 12/20/2021

Learning with Label Noise for Image Retrieval by Selecting Interactions

Learning with noisy labels is an active research area for image classifi...

0 Sarah Ibrahimi, et al. ∙

∙ 01/13/2021

Probabilistic Embeddings for Cross-Modal Retrieval

Cross-modal retrieval methods build a common representation space for sa...

3 Sanghyuk Chun, et al. ∙

∙ 12/08/2020

StacMR: Scene-Text Aware Cross-Modal Retrieval

Recent models for cross-modal retrieval have benefited from an increasin...

0 Andrés Mafla, et al. ∙

∙ 06/18/2019

Learning with Average Precision: Training Image Retrieval with a Listwise Loss

Image retrieval can be formulated as a ranking problem where the goal is...

0 Jerome Revaud, et al. ∙

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