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Bryan Seybold

What's in a Caption? Dataset-Specific Linguistic Diversity and Its Effect on Visual Description Models and Metrics

May 12, 2022
David M. Chan, Austin Myers, Sudheendra Vijayanarasimhan, David A. Ross, Bryan Seybold, John F. Canny

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* The 1st Workshop on Vision Datasets Understanding, IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022

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Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces

May 17, 2019
Bryan Seybold, Emily Fertig, Alex Alemi, Ian Fischer

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* 16 pages, 9 figures, supplemental

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Rethinking the Faster R-CNN Architecture for Temporal Action Localization

Apr 20, 2018
Yu-Wei Chao, Sudheendra Vijayanarasimhan, Bryan Seybold, David A. Ross, Jia Deng, Rahul Sukthankar

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* Accepted in CVPR 2018

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Instance Embedding Transfer to Unsupervised Video Object Segmentation

Feb 27, 2018
Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang, C. -C. Jay Kuo

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* To appear in CVPR 2018

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CNN Architectures for Large-Scale Audio Classification

Jan 10, 2017
Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin Wilson

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* Accepted for publication at ICASSP 2017 Changes: Added definitions of mAP, AUC, and d-prime. Updated mAP/AUC/d-prime numbers for Audio Set based on changes of latest Audio Set revision. Changed wording to fit 4 page limit with new additions

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