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Analyzing Modality Robustness in Multimodal Sentiment Analysis


May 30, 2022
Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria

* NAACL 2022 

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So Different Yet So Alike! Constrained Unsupervised Text Style Transfer


May 09, 2022
Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria

* Accepted to ACL 2022 

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Mix-up Self-Supervised Learning for Contrast-agnostic Applications


Apr 02, 2022
Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann

* Accepted by ICME 2021 

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DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition


Dec 09, 2021
Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan

* Preprint 

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Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference


Sep 16, 2021
Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Yifang Yin, Ying Zhang, Roger Zimmermann


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Spatio-Temporal Graph Contrastive Learning


Aug 26, 2021
Xu Liu, Yuxuan Liang, Yu Zheng, Bryan Hooi, Roger Zimmermann


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Recovering the Unbiased Scene Graphs from the Biased Ones


Jul 05, 2021
Meng-Jiun Chiou, Henghui Ding, Hanshu Yan, Changhu Wang, Roger Zimmermann, Jiashi Feng

* Accepted by ACMMM 2021. Source code will be available at https://github.com/coldmanck/recovering-unbiased-scene-graphs 

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ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos


May 25, 2021
Meng-Jiun Chiou, Chun-Yu Liao, Li-Wei Wang, Roger Zimmermann, Jiashi Feng

* Accepted at ACM ICMR'21 Workshop on Intelligent Cross-Data Analysis and Retrieval. The dataset and source code are available at https://github.com/coldmanck/VidHOI 

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Towards Modelling Coherence in Spoken Discourse


Dec 31, 2020
Rajaswa Patil, Yaman Kumar Singla, Rajiv Ratn Shah, Mika Hama, Roger Zimmermann

* 12 pages 

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Get It Scored Using AutoSAS -- An Automated System for Scoring Short Answers


Dec 21, 2020
Yaman Kumar, Swati Aggarwal, Debanjan Mahata, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann


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