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TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection

4 March 2024

Papers citing "TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection"

28 / 28 papers shown

Title
Collaborative Diffusion for Multi-Modal Face Generation and Editing Ziqi Huang Kelvin C. K. Chan Yuming Jiang Ziwei Liu DiffM 65 111 0 20 Apr 2023
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation Ludan Ruan Yi Ma Huan Yang Huiguo He Bei Liu Jianlong Fu Nicholas Jing Yuan Qin Jin B. Guo DiffM VGen 105 189 0 19 Dec 2022
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database Jinming Zhao Tenggan Zhang Jingwen Hu Yuchen Liu Qin Jin Xinchao Wang Haizhou Li 62 56 0 09 May 2022
MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations Dou Hu Xiaolong Hou Lingwei Wei Lian-Xin Jiang Yang Mo 80 124 0 04 Mar 2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation Zheng Lian Lang Chen Guoying Zhao B. Liu J. Tao 92 101 0 04 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 474 15,734 0 20 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 277 538 0 06 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 467 7,814 0 11 Nov 2021
Neural Attention-Aware Hierarchical Topic Model Yuan Jin He Zhao Ming Liu Lan Du Wray Buntine BDL 33 17 0 14 Oct 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 77 209 0 14 Jul 2021
Score-based Generative Modeling in Latent Space Arash Vahdat Karsten Kreis Jan Kautz DiffM 67 686 0 10 Jun 2021
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations Dou Hu Lingwei Wei X. Huai 74 197 0 03 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection Lixing Zhu Gabriele Pergola Lin Gui Deyu Zhou Yulan He 74 146 0 02 Jun 2021
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition Weizhou Shen Junqing Chen Xiaojun Quan Zhixiang Xie 80 206 0 16 Dec 2020
Multimodal Topic Learning for Video Recommendation Shi Pu Yijiang He Zheng Li Mao Zheng 53 8 0 26 Oct 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations Deepanway Ghosal Navonil Majumder Alexander Gelbukh Rada Mihalcea Soujanya Poria 102 320 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 672 18,276 0 19 Jun 2020
Neural Topic Modeling with Bidirectional Adversarial Training Rui Wang Xuemeng Hu Deyu Zhou Yulan He Yuxuan Xiong Chencheng Ye Haiyang Xu AAML OOD BDL 114 90 0 26 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 482 10,591 0 17 Feb 2020
A Discrete CVAE for Response Generation on Short-Text Conversation Jun Gao Wei Bi Xiaojiang Liu Junhui Li Guodong Zhou Shuming Shi DRL 58 50 0 22 Nov 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 90 513 0 30 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 674 24,528 0 26 Jul 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,954 0 12 Jul 2019
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes Jie Cao Michael J. Tanana Zac E. Imel E. Poitras David C. Atkins Vivek Srikumar OffRL 61 57 0 30 Jun 2019
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition Wenxiang Jiao Haiqin Yang Irwin King Michael R. Lyu 56 129 0 09 Apr 2019
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder Soujanya Poria Devamanyu Hazarika Rada Mihalcea Alexander Gelbukh Min Zhang 64 722 0 01 Nov 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 109 1,075 0 05 Oct 2018
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 132 622 0 19 Nov 2015