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Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval

Dec 08, 2021
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne

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PreViTS: Contrastive Pretraining with Video Tracking Supervision

Dec 01, 2021
Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik

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Routing with Self-Attention for Multimodal Capsule Networks

Dec 01, 2021
Kevin Duarte, Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Samuel Thomas, Alexander Liu, David Harwath, James Glass, Hilde Kuehne, Mubarak Shah

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Cascaded Multilingual Audio-Visual Learning from Videos

Nov 08, 2021
Andrew Rouditchenko, Angie Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogerio Feris, Brian Kingsbury, Michael Picheny, James Glass

* Presented at Interspeech 2021. This version contains updated results using the YouCook-Japanese dataset 

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Joint Multimedia Event Extraction from Video and Article

Sep 27, 2021
Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang

* To be presented at EMNLP 2021 findings 

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Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos

May 05, 2021
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang

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Meta Variational Monte Carlo

Nov 20, 2020
Tianchen Zhao, James Stokes, Oliver Knitter, Brian Chen, Shravan Veerapaneni

* To appear at the Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020) 

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General Partial Label Learning via Dual Bipartite Graph Autoencoder

Jan 05, 2020
Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang

* 8 pages 

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Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding

Nov 28, 2018
Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick, Shih-Fu Chang

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