A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks

13 January 2025

Papers citing "A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks"

26 / 26 papers shown

Title
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 108 33 0 25 Jul 2023
SeLiNet: Sentiment enriched Lightweight Network for Emotion Recognition in Images Tuneer Khargonkar Shwetank Choudhary Sumit Kumar KR BarathRaj SSeg 70 1 0 06 Jul 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Dou Hu Yinan Bao Lingwei Wei Wei Zhou Song Hu 78 54 0 02 Jun 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 571 4,925 0 17 Apr 2023
Contextually-rich human affect perception using multimodal scene information Digbalay Bose Rajat Hebbar Krishna Somandepalli Shrikanth Narayanan 57 3 0 13 Mar 2023
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 96 119 0 21 Nov 2022
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning Kunyu Peng Alina Roitberg David Schneider Marios Koulakis Kailun Yang Rainer Stiefelhagen CVBM 57 3 0 30 Nov 2021
Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild Ioannis Pikoulis P. Filntisis Petros Maragos 82 14 0 16 May 2021
Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss P. Filntisis Niki Efthymiou G. Potamianos Petros Maragos CVBM 61 21 0 30 Oct 2020
Context Based Emotion Recognition using EMOTIC Dataset Ronak Kosti J. Álvarez Adrià Recasens Àgata Lapedriza 65 181 0 30 Mar 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 121 135 0 14 Mar 2020
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 92 513 0 30 Aug 2019
Multimodal Emotion Classification Anurag Illendula A. Sheth 20 38 0 13 Mar 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 244 4,368 0 06 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Christopher Morris Martin Ritzert Matthias Fey William L. Hamilton J. E. Lenssen Gaurav Rattan Martin Grohe GNN 194 1,645 0 04 Oct 2018
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild Yu Luo Jianbo Ye Reginald B. Adams Jia Li M. Newman Jianmin Wang 86 86 0 28 Aug 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 87 1,236 0 23 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,331 0 07 Jun 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,179 0 13 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization Baohan Xu Yanwei Fu Yu-Gang Jiang Boyang Albert Li Leonid Sigal 51 110 0 16 Nov 2015
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks Quanzeng You Jiebo Luo Hailin Jin Jianchao Yang 75 538 0 20 Sep 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015