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Visual Prompt Tuning


Mar 23, 2022
Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge Belongie, Bharath Hariharan, Ser-Nam Lim

* Tech report 

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Rethinking Nearest Neighbors for Visual Classification


Dec 17, 2021
Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge Belongie, Ser-Nam Lim

* Modified paragraph spacing 

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When in Doubt: Improving Classification Performance with Alternating Normalization


Sep 28, 2021
Menglin Jia, Austin Reiter, Ser-Nam Lim, Yoav Artzi, Claire Cardie

* Findings of EMNLP 2021 

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Exploring Visual Engagement Signals for Representation Learning


Apr 15, 2021
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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Intentonomy: a Dataset and Study towards Human Intent Understanding


Nov 11, 2020
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset


Apr 26, 2020
Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge Belongie


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Deep Multi-Modal Sets


Mar 03, 2020
Austin Reiter, Menglin Jia, Pu Yang, Ser-Nam Lim

* 10 pages, 3 figures, 2 tables 

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Class-Balanced Loss Based on Effective Number of Samples


Jan 16, 2019
Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge Belongie

* Code is available at: https://github.com/richardaecn/class-balanced-loss 

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A Deep-Learning-Based Fashion Attributes Detection Model


Oct 24, 2018
Menglin Jia, Yichen Zhou, Mengyun Shi, Bharath Hariharan


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