Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval

Author:

Qin Yang1,Peng Dezhong2,Peng Xi1,Wang Xu1,Hu Peng1

Affiliation:

1. Sichuan University, Chengdu, China

2. Sichuan University & Chengdu Ruibei Yingte Information Technology Co., Ltd, Chengdu, China

Funder

Chengdu Science and Technology Project

Scu&Zigong Cooperation Project

the National Natural Science Foundation of China

China Postdoctoral Science Foundation

Sichuan Science and Technology Planning Project

Open Research Projects of Zhejiang Lab

Publisher

ACM

Reference45 articles.

1. Peter Anderson , Xiaodong He , Chris Buehler , Damien Teney , Mark Johnson , Stephen Gould , and Lei Zhang . 2018 . Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018), 6077--6086. Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, and Lei Zhang. 2018. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018), 6077--6086.

2. Eric Arazo , Diego Ortego , Paul Albert , Noel O'Connor , and Kevin McGuinness . 2019 . Unsupervised label noise modeling and loss correction . In International conference on machine learning. PMLR, 312--321 . Eric Arazo, Diego Ortego, Paul Albert, Noel O'Connor, and Kevin McGuinness. 2019. Unsupervised label noise modeling and loss correction. In International conference on machine learning. PMLR, 312--321.

3. Devansh Arpit , Stanisaw Jastrzbski , Nicolas Ballas , David Krueger , Emmanuel Bengio , Maxinder S Kanwal , Tegan Maharaj , Asja Fischer , Aaron Courville , Yoshua Bengio , 2017 . A closer look at memorization in deep networks . In International conference on machine learning. PMLR, 233--242 . Devansh Arpit, Stanisaw Jastrzbski, Nicolas Ballas, David Krueger, Emmanuel Bengio, Maxinder S Kanwal, Tegan Maharaj, Asja Fischer, Aaron Courville, Yoshua Bengio, et al. 2017. A closer look at memorization in deep networks. In International conference on machine learning. PMLR, 233--242.

4. IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval

5. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

Cited by 24 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An end-to-end image-text matching approach considering semantic uncertainty;Neurocomputing;2024-11

2. Breaking Through the Noisy Correspondence: A Robust Model for Image-Text Matching;ACM Transactions on Information Systems;2024-08-19

3. UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

4. NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

5. MiC: Image-text Matching in Circles with cross-modal generative knowledge enhancement;Knowledge-Based Systems;2024-04

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3