Open-Domain Retrieval Under Multi-Modal Settings

Deep Image Retrieval Is Not Robust To Label Noise

Stanislav Dereka,

Ivan Karpukhin,

Sergey Kolesnikov

[pdf] [arXiv]

[bibtex]

@InProceedings{Dereka_2022_CVPR, author = {Dereka, Stanislav and Karpukhin, Ivan and Kolesnikov, Sergey}, title = {Deep Image Retrieval Is Not Robust To Label Noise}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4975-4980} }

Object Prior Embedded Network for Query-Agnostic Image Retrieval

Yikang Li,

Jen-hao Hsiao,

Chiuman Ho

[pdf]

[bibtex]

@InProceedings{Li_2022_CVPR, author = {Li, Yikang and Hsiao, Jen-hao and Ho, Chiuman}, title = {Object Prior Embedded Network for Query-Agnostic Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4969-4974} }

Cross-Modal Target Retrieval for Tracking by Natural Language

Yihao Li,

Jun Yu,

Zhongpeng Cai,

Yuwen Pan

[pdf]

[bibtex]

@InProceedings{Li_2022_CVPR, author = {Li, Yihao and Yu, Jun and Cai, Zhongpeng and Pan, Yuwen}, title = {Cross-Modal Target Retrieval for Tracking by Natural Language}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4931-4940} }

Deep Normalized Cross-Modal Hashing With Bi-Direction Relation Reasoning

Changchang Sun,

Hugo Latapie,

Gaowen Liu,

Yan Yan

[pdf]

[bibtex]

@InProceedings{Sun_2022_CVPR, author = {Sun, Changchang and Latapie, Hugo and Liu, Gaowen and Yan, Yan}, title = {Deep Normalized Cross-Modal Hashing With Bi-Direction Relation Reasoning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4941-4949} }

Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based Features

Alberto Baldrati,

Marco Bertini,

Tiberio Uricchio,

Alberto Del Bimbo

[pdf]

[bibtex]

@InProceedings{Baldrati_2022_CVPR, author = {Baldrati, Alberto and Bertini, Marco and Uricchio, Tiberio and Del Bimbo, Alberto}, title = {Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based Features}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4959-4968} }

Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning

Jiaying Lu,

Xin Ye,

Yi Ren,

Yezhou Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Lu_2022_CVPR, author = {Lu, Jiaying and Ye, Xin and Ren, Yi and Yang, Yezhou}, title = {Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4921-4930} }

Embedding Arithmetic of Multimodal Queries for Image Retrieval

Guillaume Couairon,

Matthijs Douze,

Matthieu Cord,

Holger Schwenk

[pdf]

[bibtex]

@InProceedings{Couairon_2022_CVPR, author = {Couairon, Guillaume and Douze, Matthijs and Cord, Matthieu and Schwenk, Holger}, title = {Embedding Arithmetic of Multimodal Queries for Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {4950-4958} }