Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis

4 September 2021

Ying Zeng

Papers citing "Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis"

28 / 28 papers shown

Title
Multi-Modality Collaborative Learning for Sentiment Analysis Shanmin Wang Chengguang Liu Qingshan Liu 37 0 0 21 Jan 2025
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment Yan Li Yifei Xing X. Lan X. Li Haifeng Chen D. Jiang Mamba 74 0 0 01 Dec 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities A. Saporta A. Puli Mark Goldstein Rajesh Ranganath SSL 39 0 0 01 Nov 2024
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detection U Jin Jeong Sumin Roh Il Yong Chun 19 0 0 10 Oct 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Z. Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 30 5 0 11 Sep 2024
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis Sijie Mai Yu Zhao Ying Zeng Jianhua Yao Haifeng Hu 28 2 0 28 Aug 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao-Yu Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 36 8 0 12 Jun 2024
Self-supervised Gait-based Emotion Representation Learning from Selective Strongly Augmented Skeleton Sequences Cheng Song Lu Lu Zhen Ke Long Gao Shuai Ding SLR CVBM 37 0 0 08 May 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 27 3 0 25 Apr 2024
Cooperative Sentiment Agents for Multimodal Sentiment Analysis Shan Wang Hui Shuai Qingshan Liu Fei Wang LLMAG 39 1 0 19 Apr 2024
N-Modal Contrastive Losses with Applications to Social Media Data in Trimodal Space William Theisen Walter J. Scheirer 31 1 0 18 Mar 2024
Triple Disentangled Representation Learning for Multimodal Affective Analysis Ying Zhou Xuefeng Liang Han Chen Yin Zhao Xin Chen Lida Yu 49 3 0 29 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 33 2 0 26 Jan 2024
MMTF-DES: A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data Abdul Aziz N. K. Chowdhury Muhammad Ashad Kabir Abu Nowshed Chy Md. Jawad Siddique 16 1 0 22 Oct 2023
A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining Y. Lin Hong Chen Wei Xia F. Lin Zongyue Wang Yong Li AI4Ed 16 8 0 09 Sep 2023
CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition Jiang Li Xiaoping Wang Yingjian Liu Zhigang Zeng 24 16 0 28 Jul 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis Yu Mingjun Zhao Shiguang Qi Feiran Sun Baoxun Wang Weidong Guo Xiaoli Wang Lei Yang Di Niu 11 10 0 27 Jun 2023
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning Heqing Zou Meng Shen Chen Chen Yuchen Hu D. Rajan Chng Eng Siong SSL 32 15 0 16 May 2023
Interpretable multimodal sentiment analysis based on textual modality descriptions by using large-scale language models Sixia Li S. Okada 30 3 0 07 May 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 35 40 0 14 Feb 2023
Curriculum Learning Meets Weakly Supervised Modality Correlation Learning Sijie Mai Ya Sun Haifeng Hu 32 2 0 15 Dec 2022
ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations Chanda Grover Indra Deep Mastan Debayan Gupta VLM CLIP 11 4 0 14 Nov 2022
Supervised Contrastive Learning for Affect Modelling Kosmas Pinitas Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis 25 9 0 25 Aug 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining Shashank Goel Hritik Bansal S. Bhatia Ryan A. Rossi Vishwa Vinay Aditya Grover CLIP VLM 173 132 0 28 May 2022
Triangular Contrastive Learning on Molecular Graphs MinGyu Choi Wonseok Shin Yijingxiu Lu Sun Kim 17 2 0 26 May 2022
TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval Yue Ruan Han-Hung Lee Yiming Zhang Ke Zhang Angel X. Chang 27 22 0 19 Jan 2022
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
Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction Onno P. Kampman Elham J. Barezi D. Bertero Pascale Fung 40 95 0 02 May 2018