Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A
Reproducibility Study

Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A Reproducibility Study

12 January 2023

Mariya Hendriksen

Svitlana Vakulenko

Maarten de Rijke

Papers citing "Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A Reproducibility Study"

8 / 8 papers shown

Title
Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective Mariya Hendriksen Shuo Zhang R. Reinanda Mohamed Yahya Edgar Meij Maarten de Rijke 32 0 0 21 Jul 2024
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control Thong Nguyen Mariya Hendriksen Andrew Yates Maarten de Rijke 32 6 0 27 Feb 2024
Towards Contrastive Learning in Music Video Domain Karel Veldkamp Mariya Hendriksen Zoltán Szlávik Alexander Keijser SSL 11 2 0 01 Sep 2023
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 142 216 0 12 Oct 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 56 33 0 17 Feb 2021
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 2,875 0 11 Feb 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
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 160 804 0 17 May 2016