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Symbolic image detection using scene and knowledge graphs


Jun 10, 2022
Nasrin Kalanat , Adriana Kovashka


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Weakly-Supervised Action Detection Guided by Audio Narration


May 12, 2022
Keren Ye , Adriana Kovashka

* To appear, in Joint 1st Ego4D and 10th EPIC Workshop, held in conjunction with the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 

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Visual Persuasion in COVID-19 Social Media Content: A Multi-Modal Characterization


Dec 05, 2021
Mesut Erhan Unal , Adriana Kovashka , Wen-Ting Chung , Yu-Ru Lin

* 10 pages 

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Exploring Corruption Robustness: Inductive Biases in Vision Transformers and MLP-Mixers


Jul 03, 2021
Katelyn Morrison , Benjamin Gilby , Colton Lipchak , Adam Mattioli , Adriana Kovashka

* Under review at the Uncertainty and Robustness in Deep Learning workshop at ICML 2021. Our appendix is attached to the last page of the paper 

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Linguistic Structures as Weak Supervision for Visual Scene Graph Generation


May 28, 2021
Keren Ye , Adriana Kovashka

* To appear in CVPR 2021 

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BasisNet: Two-stage Model Synthesis for Efficient Inference


May 07, 2021
Mingda Zhang , Chun-Te Chu , Andrey Zhmoginov , Andrew Howard , Brendan Jou , Yukun Zhu , Li Zhang , Rebecca Hwa , Adriana Kovashka

* To appear, 4th Workshop on Efficient Deep Learning for Computer Vision (ECV2021), CVPR2021 Workshop 

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Domain-robust VQA with diverse datasets and methods but no target labels


Mar 29, 2021
Mingda Zhang , Tristan Maidment , Ahmad Diab , Adriana Kovashka , Rebecca Hwa

* To appear in CVPR 2021 

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SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection


Jan 04, 2021
Keren Ye , Adriana Kovashka , Mark Sandler , Menglong Zhu , Andrew Howard , Marco Fornoni

* Accepted by the ACCV2020 (Oral) 

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Learning to Transfer Visual Effects from Videos to Images


Dec 17, 2020
Christopher Thomas , Yale Song , Adriana Kovashka


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