Multi-attention Recurrent Network for Human Communication Comprehension

3 February 2018

Louis-Philippe Morency

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Papers citing "Multi-attention Recurrent Network for Human Communication Comprehension"

48 / 48 papers shown

Title
Multi-Modality Collaborative Learning for Sentiment Analysis Shanmin Wang Chengguang Liu Qingshan Liu 42 0 0 21 Jan 2025
Enhancing Multi-Modal Video Sentiment Classification Through Semi-Supervised Clustering Mehrshad Saadatinia Minoo Ahmadi Armin Abdollahi 33 0 0 11 Jan 2025
End-to-end Semantic-centric Video-based Multimodal Affective Computing Ronghao Lin Ying Zeng Sijie Mai Haifeng Hu VGen 45 0 0 14 Aug 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho S. Saria MoE 77 16 0 05 Feb 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Guoying Zhao Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 21 12 0 07 Jan 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 28 5 0 26 Dec 2023
Modality-invariant and Specific Prompting for Multimodal Human Perception Understanding Hao Sun Ziwei Niu Xinyao Yu Jiaqing Liu Yen-Wei Chen Lanfen Lin 29 0 0 17 Nov 2023
Self-Supervised Learning for Audio-Based Emotion Recognition Peranut Nimitsurachat Peter Washington 30 3 0 23 Jul 2023
InterMulti:Multi-view Multimodal Interactions with Text-dominated Hierarchical High-order Fusion for Emotion Analysis Feng Qiu Wanzeng Kong Yu-qiong Ding 34 2 0 20 Dec 2022
Multi-task Learning for Cross-Lingual Sentiment Analysis Gaurish Thakkar Nives Mikelic Preradović Marko Tadić 16 10 0 14 Dec 2022
A Self-Adjusting Fusion Representation Learning Model for Unaligned Text-Audio Sequences Kaicheng Yang Ruxuan Zhang Hua Xu Kai Gao 23 3 0 12 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 25 60 0 12 Nov 2022
Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations Sijie Mai Ying Zeng Haifeng Hu 37 67 0 31 Oct 2022
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning Yi Chang Zhao Ren Thanh Tam Nguyen Kun Qian Björn W. Schuller 33 5 0 26 Oct 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis Ronghao Lin Haifeng Hu SSL 23 15 0 26 Oct 2022
Exploring Interactions and Regulations in Collaborative Learning: An Interdisciplinary Multimodal Dataset Yante Li Yang Liu K. Nguyen Henglin Shi Eija Vuorenmaa S. Jarvela Guoying Zhao 26 0 0 11 Oct 2022
Progressive Fusion for Multimodal Integration Shiv Shankar Laure Thompson M. Fiterau 31 3 0 01 Sep 2022
Video-based Cross-modal Auxiliary Network for Multimodal Sentiment Analysis Rongfei Chen Wenju Zhou Yang Li Huiyu Zhou 19 19 0 30 Aug 2022
Cross-Modality Gated Attention Fusion for Multimodal Sentiment Analysis Ming-Xin Jiang Shaoxiong Ji 20 3 0 25 Aug 2022
CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation Hao Sun Hongyi Wang Jiaqing Liu Yen-Wei Chen Lanfen Lin 11 97 0 28 Jul 2022
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis Teng Sun Wenjie Wang Liqiang Jing Yiran Cui Xuemeng Song Liqiang Nie OODD 24 35 0 24 Jul 2022
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition Zaijing Li Fengxiao Tang Ming Zhao Yusen Zhu 30 95 0 25 Mar 2022
M-SENA: An Integrated Platform for Multimodal Sentiment Analysis Huisheng Mao Ziqi Yuan Hua Xu Wenmeng Yu Yihe Liu Kai Gao 22 41 0 23 Mar 2022
MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis Georgios Paraskevopoulos Efthymios Georgiou Alexandros Potamianos 19 26 0 24 Jan 2022
Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition Yi Zhang Mingyuan Chen Jundong Shen Chongjun Wang 21 59 0 15 Jan 2022
MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition Jinming Zhao Ruichen Li Qin Jin Xinchao Wang Haizhou Li 19 25 0 27 Oct 2021
TEASEL: A Transformer-Based Speech-Prefixed Language Model Mehdi Arjmand M. Dousti H. Moradi 33 18 0 12 Sep 2021
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis Sijie Mai Ying Zeng Shuangjia Zheng Haifeng Hu 21 116 0 04 Sep 2021
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 13 30 0 31 Aug 2021
Graph Capsule Aggregation for Unaligned Multimodal Sequences Jianfeng Wu Sijie Mai Haifeng Hu 21 32 0 17 Aug 2021
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis Wei Han Hui Chen Alexander Gelbukh Amir Zadeh Louis-Philippe Morency Soujanya Poria 19 175 0 28 Jul 2021
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements Lukas Stappen Alice Baird Lea Schumann Björn Schuller 42 59 0 15 Jan 2021
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset Cristina Palmero Javier Selva Sorina Smeureanu Julio C. S. Jacques Junior Albert Clapés ... Zejian Zhang D. Gallardo-Pujol G. Guilera D. Leiva Sergio Escalera 28 53 0 28 Dec 2020
Hierachical Delta-Attention Method for Multimodal Fusion Kunjal Panchal 11 1 0 22 Nov 2020
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis Sunny Verma Jiwei Wang Zhefeng Ge Rujia Shen Fan Jin Yang Wang Fang Chen Wei Liu 26 20 0 16 Oct 2020
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 21 669 0 07 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 40 207 0 01 May 2020
Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Aman Shenoy Ashish Sardana 13 103 0 19 Feb 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion Sijie Mai Haifeng Hu Songlong Xing GAN 32 182 0 18 Nov 2019
Multi-modal Sentiment Analysis using Deep Canonical Correlation Analysis Zhongkai Sun P. Sarma W. Sethares E. Bucy 24 23 0 15 Jul 2019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 25 21 0 28 Feb 2019
A multimodal movie review corpus for fine-grained opinion mining Alexandre Garcia S. Essid Florence dÁlché-Buc Chloé Clavel 13 8 0 26 Feb 2019
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Erik Cambria Rada Mihalcea 18 1,022 0 05 Oct 2018
Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition George Sterpu Christian Saam N. Harte 36 65 0 05 Sep 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 30 198 0 12 Aug 2018
Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities Nathaniel Blanchard Daniel Moreira Aparna Bharati Walter J. Scheirer 11 16 0 03 Jul 2018
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling Navonil Majumder Devamanyu Hazarika Alexander Gelbukh Erik Cambria Soujanya Poria 11 317 0 16 Jun 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 61 402 0 16 Jun 2018