Title
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Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation Jae-Won Cho Dong-Jin Kim Jinsoo Choi Yunjae Jung In So Kweon VLM 47 17 0 13 Apr 2021
SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma Jian Ren Long Zhao Sergey Tulyakov Cathy H. Wu Xi Peng 98 263 0 09 Mar 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 108 464 0 09 Feb 2021
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 83 708 0 07 May 2020
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 168 1,054 0 23 Oct 2019
On the Efficacy of Knowledge Distillation Ligang He Rui Mao 98 619 0 03 Oct 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 126 981 0 23 Jul 2019
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 76 1,425 0 10 Apr 2019
A Comprehensive Overhaul of Feature Distillation Byeongho Heo Jeesoo Kim Sangdoo Yun Hyojin Park Nojun Kwak J. Choi 86 584 0 03 Apr 2019
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 94 513 0 03 Apr 2019
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors Yansen Wang Ying Shen Zhun Liu Paul Pu Liang Amir Zadeh Louis-Philippe Morency 80 403 0 23 Nov 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 348 2,672 0 20 Aug 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 66 1,356 0 16 Feb 2018
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 85 1,236 0 23 Jul 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 147 2,586 0 12 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,035 0 04 Dec 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 443 3,215 0 30 Oct 2016
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos Amir Zadeh Rowan Zellers Eli Pincus Louis-Philippe Morency 81 455 0 20 Jun 2016
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