Mitigating Noisy Correspondence by Geometrical Structure Consistency
Learning

Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning

27 May 2024

Jiangchao Yao

Bo han

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Papers citing "Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning"

17 / 17 papers shown

Title
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency Shuo Yang Zhaopan Xu Kai Wang Yang You Huanjin Yao Tongliang Liu Min Xu 84 29 0 22 Mar 2023
Improving Zero-shot Generalization and Robustness of Multi-modal Models Yunhao Ge Jie Jessie Ren Andrew Gallagher Yuxiao Wang Ming-Hsuan Yang Hartwig Adam Laurent Itti Balaji Lakshminarayanan Jiaping Zhao VLM 106 37 0 04 Dec 2022
Multimodal Learning with Transformers: A Survey Peng Xu Xiatian Zhu David Clifton ViT 200 568 0 13 Jun 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval Haoyu Lu Nanyi Fei Yuqi Huo Yizhao Gao Zhiwu Lu Jiaxin Wen CLIP VLM 85 55 0 15 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 134 278 0 04 Apr 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) Yu Huang Junyang Lin Chang Zhou Hongxia Yang Longbo Huang 60 96 0 23 Mar 2022
Robust Contrastive Learning against Noisy Views Ching-Yao Chuang R. Devon Hjelm Xin Eric Wang Vibhav Vineet Neel Joshi Antonio Torralba Stefanie Jegelka Ya-heng Song NoLa 55 72 0 12 Jan 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 461 3,901 0 11 Feb 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 301 339 0 05 Jan 2021
Early-Learning Regularization Prevents Memorization of Noisy Labels Sheng Liu Jonathan Niles-Weed N. Razavian C. Fernandez‐Granda NoLa 104 569 0 30 Jun 2020
DivideMix: Learning with Noisy Labels as Semi-supervised Learning Junnan Li R. Socher Guosheng Lin NoLa 110 1,034 0 18 Feb 2020
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images Javier Marín Aritro Biswas Ferda Ofli Nick Hynes Amaia Salvador Y. Aytar Ingmar Weber Antonio Torralba 60 324 0 14 Oct 2018
Efficient Large-Scale Multi-Modal Classification D. Kiela Edouard Grave Armand Joulin Tomas Mikolov 94 149 0 06 Feb 2018
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 131 1,829 0 16 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 119 2,939 0 26 May 2017
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 152 5,591 0 07 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,832 0 01 May 2014

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