Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?

Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?

14 February 2022

Maurits J. R. Bleeker

Maarten de Rijke

Papers citing "Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?"

7 / 7 papers shown

Title
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation Jheng-Hong Yang Carlos Lassance Rafael Sampaio de Rezende Krishna Srinivasan Miriam Redi S. Clinchant Jimmy J. Lin 24 11 0 04 Apr 2023
Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A Reproducibility Study Mariya Hendriksen Svitlana Vakulenko E. Kuiper Maarten de Rijke 19 5 0 12 Jan 2023
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption Retrieval Maurits J. R. Bleeker Andrew Yates Maarten de Rijke 20 4 0 28 Apr 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 202 331 0 05 Jan 2021
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval A. Brown Weidi Xie Vicky Kalogeiton Andrew Zisserman 31 162 0 23 Jul 2020
Adaptive Offline Quintuplet Loss for Image-Text Matching Tianlang Chen Jiajun Deng Jiebo Luo 166 68 0 07 Mar 2020