publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. CVPR24
    Improved Visual Grounding through Self-Consistent Explanations
    Ruozhen He, Paola Cascante-Bonilla, Ziyan Yang, Alexander C Berg, and Vicente Ordonez
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
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  2. CVPR23
    Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations
    Ziyan Yang, Kushal Kafle, Franck Dernoncourt, and Vicente Ordonez
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
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2022

  1. Frontiers
    Backpropagation-based decoding for multimodal machine translation
    Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, and Vicente Ordonez
    Frontiers in Artificial Intelligence, 2022
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2021

  1. IJCAI21
    Closing the generalization gap of adaptive gradient methods in training deep neural networks
    Jinghui Chen, Dongruo Zhou, Yiqi Tang, Ziyan Yang, Yuan Cao, and Quanquan Gu
    In Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence, 2021
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2020

  1. EMNLP20
    Using visual feature space as a pivot across languages
    Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, and Vicente Ordonez
    In Findings of the Association for Computational Linguistics: EMNLP, 2020
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  2. OPT20
    On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization
    Dongruo Zhou, Jinghui Chen, Yuan Cao, Yiqi Tang, Ziyan Yang, and Quanquan Gu
    Annual Workshop on Optimization for Machine Learning, NeurIPS, 2020
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  3. arXiv
    Chair Segments: A Compact Benchmark for the Study of Object Segmentation
    Leticia Pinto-Alva, Ian K Torres, Rosangel Garcia, Ziyan Yang, and Vicente Ordonez
    arXiv preprint arXiv:2012.01250, 2020
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