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1802.00927
Cited By
Memory Fusion Network for Multi-view Sequential Learning
3 February 2018
Amir Zadeh
Paul Pu Liang
Navonil Mazumder
Soujanya Poria
Xiaoshi Zhong
Louis-Philippe Morency
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Papers citing
"Memory Fusion Network for Multi-view Sequential Learning"
50 / 192 papers shown
MMOE: Mixture of Multimodal Interaction Experts
Haofei Yu
Paul Pu Liang
Ruslan Salakhutdinov
Louis-Philippe Morency
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16 Nov 2023
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction
Cam-Van Thi Nguyen
Anh-Tuan Mai
The-Son Le
Hai-Dang Kieu
Duc-Trong Le
364
45
0
08 Nov 2023
A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations
IEEE transactions on multimedia (IEEE TMM), 2023
Hui Ma
Jian Wang
Hongfei Lin
Bo Zhang
Yijia Zhang
Bo Xu
211
110
0
31 Oct 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Md Kaykobad Reza
Ashley Prater-Bennette
M. Salman Asif
310
24
0
06 Oct 2023
Neuro-Inspired Hierarchical Multimodal Learning
Xiongye Xiao
Gengshuo Liu
Gaurav Gupta
Benjamin Cho
Shixuan Li
Yaxing Li
Tianqing Fang
M. Erez
Michael Orshansky
250
1
0
27 Sep 2023
A Survey on Image-text Multimodal Models
Ruifeng Guo
Jingxuan Wei
Linzhuang Sun
Khai-Nguyen Nguyen
Guiyong Chang
Dawei Liu
Sibo Zhang
Zhengbing Yao
Mingjun Xu
Liping Bu
VLM
320
22
0
23 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis
ACM Multimedia (ACM MM), 2023
Zaijing Li
Ting-En Lin
Yuchuan Wu
Meng Liu
Zhiqi Guo
Mingde Zhao
Yongbin Li
270
26
0
04 Sep 2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery
Qiang Li
Qiuyang Ma
Weizhi Nie
Anan Liu
OffRL
240
2
0
26 Aug 2023
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition
Lin Yuan
Guoheng Huang
Fenghuan Li
Xiaochen Yuan
Chi-Man Pun
Guo Zhong
195
21
0
18 Aug 2023
Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition
ACM Multimedia (ACM MM), 2023
Bobo Li
Hao Fei
Lizi Liao
Yu Zhao
Chong Teng
Tat-Seng Chua
Donghong Ji
Fei Li
198
57
0
08 Aug 2023
General Debiasing for Multimodal Sentiment Analysis
ACM Multimedia (ACM MM), 2023
Teng Sun
Juntong Ni
Wenjie Wang
Liqiang Jing
Yin-wei Wei
Liqiang Nie
291
25
0
20 Jul 2023
Deep Equilibrium Multimodal Fusion
Jinhong Ni
Yalong Bai
Wei Zhang
Ting Yao
Tao Mei
273
8
0
29 Jun 2023
A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition
IEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Yun-Xu Shou
Xiangyong Cao
Deyu Meng
B. Dong
Qinghua Zheng
282
67
0
16 Jun 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shao-Yu Wu
Damai Dai
Ziwei Qin
Tianyu Liu
Binghuai Lin
Yunbo Cao
Zhifang Sui
306
17
0
24 May 2023
Cross-Attention is Not Enough: Incongruity-Aware Dynamic Hierarchical Fusion for Multimodal Affect Recognition
Yaoting Wang
Yuanchao Li
Paul Pu Liang
Louis-Philippe Morency
P. Bell
Catherine Lai
CVBM
234
10
0
23 May 2023
HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition
Soumya Dutta
Sriram Ganapathy
354
23
0
14 Apr 2023
TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models
M. Hasan
Md. Saiful Islam
Sangwu Lee
Wasifur Rahman
Iftekhar Naim
Mohammed Ibrahim Khan
E. Hoque
VLM
188
4
0
27 Mar 2023
Decoupled Multimodal Distilling for Emotion Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Yong Li
Yuan-Zheng Wang
Zhen Cui
173
161
0
24 Mar 2023
CVTNet: A Cross-View Transformer Network for Place Recognition Using LiDAR Data
IEEE Transactions on Industrial Informatics (IEEE TII), 2023
Junyi Ma
Guang-ming Xiong
Jingyi Xu
Xieyuanli Chen
ViT
295
61
0
03 Feb 2023
Bridging the Emotional Semantic Gap via Multimodal Relevance Estimation
Chuan Zhang
Daoxin Zhang
Ruixiu Zhang
Jiawei Li
Jianke Zhu
210
1
0
03 Feb 2023
InterMulti:Multi-view Multimodal Interactions with Text-dominated Hierarchical High-order Fusion for Emotion Analysis
Feng Qiu
Wanzeng Kong
Yu-qiong Ding
179
3
0
20 Dec 2022
EffMulti: Efficiently Modeling Complex Multimodal Interactions for Emotion Analysis
Feng Qiu
Chengyang Xie
Yu-qiong Ding
Wanzeng Kong
129
1
0
16 Dec 2022
Ring That Bell: A Corpus and Method for Multimodal Metaphor Detection in Videos
Khalid Alnajjar
Mika Hämäläinen
Shuo Zhang
175
10
0
15 Dec 2022
Curriculum Learning Meets Weakly Supervised Modality Correlation Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sijie Mai
Ya Sun
Haifeng Hu
195
4
0
15 Dec 2022
Multimodal Query-guided Object Localization
Aditay Tripathi
Rajath R Dani
Anand Mishra
Anirban Chakraborty
187
0
0
01 Dec 2022
FAF: A novel multimodal emotion recognition approach integrating face, body and text
Zhongyu Fang
Aoyun He
Qihui Yu
Baopeng Gao
Weiping Ding
Tong Zhang
Lei Ma
CVBM
103
6
0
20 Nov 2022
A Self-Adjusting Fusion Representation Learning Model for Unaligned Text-Audio Sequences
Kaicheng Yang
Ruxuan Zhang
Hua Xu
Kai Gao
138
3
0
12 Nov 2022
Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations
IEEE transactions on multimedia (IEEE TMM), 2022
Sijie Mai
Ying Zeng
Haifeng Hu
318
122
0
31 Oct 2022
M
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3
Care: Learning with Missing Modalities in Multimodal Healthcare Data
Knowledge Discovery and Data Mining (KDD), 2022
Chaohe Zhang
Xu Chu
Liantao Ma
Yinghao Zhu
Yasha Wang
Jiangtao Wang
Junfeng Zhao
221
116
0
28 Oct 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ronghao Lin
Haifeng Hu
SSL
150
23
0
26 Oct 2022
Extending Compositional Attention Networks for Social Reasoning in Videos
Interspeech (Interspeech), 2022
Christina Sartzetaki
Georgios Paraskevopoulos
Alexandros Potamianos
LRM
168
3
0
03 Oct 2022
Hybrid Multimodal Fusion for Humor Detection
Hao Xu
Weifeng Liu
Jingwei Liu
Mingzheng Li
Yu Feng
Yasi Peng
Yunwei Shi
Xiao Sun
Meng Wang
178
22
0
24 Sep 2022
MIntRec: A New Dataset for Multimodal Intent Recognition
ACM Multimedia (ACM MM), 2022
Hanlei Zhang
Huanlin Xu
Xin Eric Wang
Qianrui Zhou
Shaojie Zhao
Jiayan Teng
270
66
0
09 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions
ACM Computing Surveys (ACM CSUR), 2022
Paul Pu Liang
Amir Zadeh
Louis-Philippe Morency
310
166
0
07 Sep 2022
Trust in Language Grounding: a new AI challenge for human-robot teams
David M. Bossens
C. Evers
236
1
0
05 Sep 2022
Progressive Fusion for Multimodal Integration
Shiv Shankar
Laure Thompson
M. Fiterau
432
9
0
01 Sep 2022
Cross-Modality Gated Attention Fusion for Multimodal Sentiment Analysis
Ming-Xin Jiang
Shaoxiong Ji
158
6
0
25 Aug 2022
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution
Valentin Barrière
M. Claverie
128
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0
23 Aug 2022
Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module
International Conference on Multimodal Interaction (ICMI), 2022
Yih-Ling Liu
Ziqi Yuan
Huisheng Mao
Zhiyun Liang
Wanqiuyue Yang
Yuanzhe Qiu
Tie Cheng
Xiaoteng Li
Hua Xu
Kai Gao
178
75
0
22 Aug 2022
CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Junghun Kim
Jihie Kim
133
2
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21 Aug 2022
Representation Learning with Graph Neural Networks for Speech Emotion Recognition
Junghun Kim
Jihie Kim
SSL
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147
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21 Aug 2022
Learning in Audio-visual Context: A Review, Analysis, and New Perspective
Yake Wei
Di Hu
Yapeng Tian
Xuelong Li
296
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20 Aug 2022
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis
IEEE Transactions on Affective Computing (IEEE TAC), 2022
Guoying Zhao
Zheng Lian
B. Liu
Jianhua Tao
261
109
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16 Aug 2022
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022
Alex Wilf
Qianli Ma
Paul Pu Liang
Amir Zadeh
Louis-Philippe Morency
366
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29 Jul 2022
CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation
ACM Multimedia (ACM MM), 2022
Hao Sun
Hongyi Wang
Jiaqing Liu
Yen-Wei Chen
Lanfen Lin
182
154
0
28 Jul 2022
Memory-Guided Multi-View Multi-Domain Fake News Detection
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Yongchun Zhu
Qiang Sheng
Juan Cao
Qiong Nan
Kai Shu
Ming-hui Wu
Yongfeng Zhang
Fuzhen Zhuang
216
104
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26 Jun 2022
Defending Multimodal Fusion Models against Single-Source Adversaries
Computer Vision and Pattern Recognition (CVPR), 2021
Karren D. Yang
Wan-Yi Lin
M. Barman
Filipe Condessa
Zico Kolter
AAML
191
41
0
25 Jun 2022
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
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A. Bhat
Ayush Jain
Atinesh Singh
Ashutosh Modi
220
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Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness
Paul Pu Liang
349
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14 Apr 2022
M-SENA: An Integrated Platform for Multimodal Sentiment Analysis
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Huisheng Mao
Ziqi Yuan
Hua Xu
Wenmeng Yu
Yihe Liu
Kai Gao
211
64
0
23 Mar 2022
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