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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
Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection
Dingkang Yang
Mingcheng Li
Xuecheng Wu
Zhaoyu Chen
Kaixun Jiang
Keliang Liu
Peng Zhai
Lihua Zhang
119
3
0
09 Nov 2025
Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
Xiao Li
Kotaro Funakoshi
Manabu Okumura
100
0
0
05 Nov 2025
Robust Multimodal Sentiment Analysis via Double Information Bottleneck
Huiting Huang
Tieliang Gong
Kai He
Jialun Wu
Erik Cambria
Mengling Feng
96
0
0
03 Nov 2025
MS-Mix: Unveiling the Power of Mixup for Multimodal Sentiment Analysis
Hongyu Zhu
Lin Chen
M. El-Yacoubi
Mingsheng Shang
113
0
0
13 Oct 2025
Beyond Simple Fusion: Adaptive Gated Fusion for Robust Multimodal Sentiment Analysis
Han Wu
Yanming Sun
Yunhe Yang
Derek F. Wong
157
0
0
02 Oct 2025
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
Qianrui Zhou
Hua Xu
Yifan Wang
Xinzhi Dong
Hanlei Zhang
96
0
0
01 Sep 2025
Grounding Emotion Recognition with Visual Prototypes: VEGA -- Revisiting CLIP in MERC
Guanyu Hu
D. Kollias
Xinyu Yang
137
2
0
06 Aug 2025
CAtCh: Cognitive Assessment through Cookie Thief
International Conference on Digital Health (ICDH), 2025
Joseph T Colonel
Carolyn Hagler
Guiselle Wismer
Laura Curtis
Jacqueline Becker
Juan Wisnivesky
Alex Federman
Gaurav Pandey
109
0
0
07 Jun 2025
Leveraging CLIP Encoder for Multimodal Emotion Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Yehun Song
Sunyoung Cho
VLM
176
4
0
01 Jun 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Yijie Jin
Junjie Peng
Xuanchao Lin
Haochen Yuan
Lan Wang
Cangzhi Zheng
152
1
0
02 May 2025
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
Hanlei Zhang
Zhuohang Li
Yeshuang Zhu
Hua Xu
Peiwu Wang
Haige Zhu
Jie Zhou
Jinchao Zhang
409
2
0
23 Apr 2025
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis
Miaosen Luo
Yuncheng Jiang
Sijie Mai
360
1
0
16 Apr 2025
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention
Joe Dhanith
Shravan Venkatraman
Modigari Narendra
Vigya Sharma
Santhosh Malarvannan
357
6
0
20 Feb 2025
Multi-Modality Collaborative Learning for Sentiment Analysis
Shanmin Wang
Chengguang Liu
Qingshan Liu
168
0
0
21 Jan 2025
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
Neural Information Processing Systems (NeurIPS), 2024
Mingxing Li
Jinjie Wei
Yongxu Liu
Shunli Wang
Jiawei Chen
...
Xiaolu Hou
Mingyang Sun
Ziyun Qian
Dongliang Kou
Li Zhang
363
12
0
05 Nov 2024
Generative Emotion Cause Explanation in Multimodal Conversations
International Conference on Multimedia Retrieval (ICMR), 2024
Lin Wang
Xiaocui Yang
Shi Feng
Daling Wang
Yifei Zhang
Zhitao Zhang
466
1
0
01 Nov 2024
Generalized Multimodal Fusion via Poisson-Nernst-Planck Equation
Jiayu Xiong
Jing Wang
Hengjing Xiang
Jun Xue
Chen Xu
Zhouqiang Jiang
188
0
0
20 Oct 2024
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Xinyu Feng
Yuming Lin
Lihua He
You Li
Liang Chang
Ya Zhou
270
22
0
06 Oct 2024
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis
ACM Multimedia (MM), 2024
Xianbing Zhao
Zhuang Li
Tao Feng
Jianfei Cai
Buzhou Tang
211
2
0
05 Sep 2024
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis
Sijie Mai
Yu Zhao
Ying Zeng
Jianhua Yao
Haifeng Hu
313
4
0
28 Aug 2024
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis
Yijie Jin
204
3
0
27 Aug 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing
Ronghao Lin
Ying Zeng
Sijie Mai
Haifeng Hu
VGen
282
2
0
14 Aug 2024
Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation
Tao Meng
Fuchen Zhang
Yuntao Shou
Hongen Shao
Wei Ai
Keqin Li
288
34
0
23 Jul 2024
CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
Yangmin Li
Ruiqi Zhu
Wengen Li
299
7
0
09 Jul 2024
A Simple Attention-Based Mechanism for Bimodal Emotion Classification
Mazen Elabd
S. Jaf
112
0
0
28 Jun 2024
Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations
Yuntao Shou
Wei Ai
JiaYi Du
Tao Meng
Haiyan Liu
Nan Yin
377
26
0
27 Jun 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey
Hao Yang
Yanyan Zhao
Yang Wu
Shilong Wang
Tian Zheng
Hongbo Zhang
Zongyang Ma
Wanxiang Che
Bing Qin
350
35
0
12 Jun 2024
Evaluation of data inconsistency for multi-modal sentiment analysis
Yufei Wang
Mengyue Wu
268
2
0
05 Jun 2024
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model
Wenbing Li
Hang Zhou
Junqing Yu
Zikai Song
Wei Yang
Mamba
242
29
0
28 May 2024
Cooperative Sentiment Agents for Multimodal Sentiment Analysis
Shan Wang
Hui Shuai
Qingshan Liu
Fei Wang
LLMAG
272
4
0
19 Apr 2024
HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis
Zhuojia Wu
Tao Gui
Duoqian Miao
Kun Yi
Wei Fan
Liang Hu
153
11
0
18 Apr 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
Xiongye Xiao
Gengshuo Liu
Gaurav Gupta
De-An Cao
Shixuan Li
Yaxing Li
Tianqing Fang
Mingxi Cheng
Paul Bogdan
308
17
0
15 Apr 2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space
Zhuyang Xie
Yan Yang
Jie Wang
Xiaorong Liu
Xiaofan Li
228
26
0
13 Apr 2024
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
Ming Zhou
Yunfei Feng
Ziqi Zhou
Kai Wang
Tong Wang
Dong-ming Yan
224
3
0
06 Apr 2024
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer
Fengtao Zhou
Ying Xu
Yanfen Cui
Shenyang Zhang
Yun Zhu
...
Louis Ho Shing Lau
Chu Han
Dafu Zhang
Zhenhui Li
Hao Chen
158
3
0
01 Apr 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
Hanlei Zhang
Xin Wang
Hua Xu
Qianrui Zhou
Kai Gao
Jianhua Su
jinyue Zhao
Wenrui Li
Yanting Chen
562
20
0
16 Mar 2024
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition
Cam-Van Thi Nguyen
Cao-Bach Nguyen
Quang-Thuy Ha
Duc-Trong Le
230
8
0
27 Feb 2024
AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning
Naresh Kumar Devulapally
Sidharth Anand
S. Bhattacharjee
Junsong Yuan
185
1
0
26 Jan 2024
AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations
IEEE International Conference on Multimedia Big Data (ICMBD), 2023
Naresh Kumar Devulapally
Sidharth Anand
S. Bhattacharjee
Junsong Yuan
Yu-Ping Chang
255
5
0
26 Jan 2024
Memory-Inspired Temporal Prompt Interaction for Text-Image Classification
Xinyao Yu
Hao Sun
Ziwei Niu
Rui Qin
Zhenjia Bai
Yen-Wei Chen
Lanfen Lin
VLM
248
2
0
26 Jan 2024
Toward Robust Multimodal Learning using Multimodal Foundational Models
Xianbing Zhao
Soujanya Poria
Xuejiao Li
Yixin Chen
Buzhou Tang
VLM
202
4
0
20 Jan 2024
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild
International Journal of Computer Vision (IJCV), 2024
Zhi-Song Liu
Robin Courant
Vicky Kalogeiton
338
9
0
08 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition
Zheng Lian
Guoying Zhao
Yong Ren
Hao Gu
Haiyang Sun
Lan Chen
Yinan Han
Jianhua Tao
409
26
0
07 Jan 2024
Multimodal Sentiment Analysis with Missing Modality: A Knowledge-Transfer Approach
Weide Liu
Huijing Zhan
Hao Chen
Fengmao Lv
268
3
0
28 Dec 2023
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition
Chengxin Chen
Pengyuan Zhang
203
8
0
26 Dec 2023
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition
Qianrui Zhou
Hua Xu
Hao Li
Hanlei Zhang
Xiaohan Zhang
Yifan Wang
Kai Gao
326
32
0
22 Dec 2023
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning
Yuntao Shou
Tao Meng
Wei Ai
Fangze Fu
Nan Yin
Keqin Li
352
37
0
10 Dec 2023
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition
Zheng Lian
Guoying Zhao
Haiyang Sun
Kang Chen
Zhuofan Wen
Hao Gu
Yinan Han
Jianhua Tao
258
78
0
07 Dec 2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies
Mulin Tian
Mahyar Khayatkhoei
Joe Mathai
Wael AbdAlmageed
351
12
0
28 Nov 2023
Modality-invariant and Specific Prompting for Multimodal Human Perception Understanding
Hao Sun
Ziwei Niu
Xinyao Yu
Jiaqing Liu
Yen-Wei Chen
Lanfen Lin
273
0
0
17 Nov 2023
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