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AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification


Apr 03, 2022
Juncheng B Li, Shuhui Qu, Po-Yao Huang, Florian Metze


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VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding


Oct 01, 2021
Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer

* EMNLP 2021 

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VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding


May 20, 2021
Hu Xu, Gargi Ghosh, Po-Yao Huang, Prahal Arora, Masoumeh Aminzadeh, Christoph Feichtenhofer, Florian Metze, Luke Zettlemoyer

* 9 pages, ACL Findings 2021 

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Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models


Apr 15, 2021
Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

* accepted by NAACL 2021 

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Audio-Visual Event Recognition through the lens of Adversary


Nov 15, 2020
Juncheng B Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze

* 4 pages 

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Support-set bottlenecks for video-text representation learning


Oct 06, 2020
Mandela Patrick, Po-Yao Huang, Yuki Asano, Florian Metze, Alexander Hauptmann, João Henriques, Andrea Vedaldi


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A Survey of Deep Active Learning


Aug 30, 2020
Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang


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A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions


Jun 01, 2020
Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang


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Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting


May 06, 2020
Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander Hauptmann

* Accepted by ACL 2020 

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