Search Results for author: Licai Sun

Found 11 papers, 8 papers with code

HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition

1 code implementation11 Jan 2024 Licai Sun, Zheng Lian, Bin Liu, JianHua Tao

Audio-Visual Emotion Recognition (AVER) has garnered increasing attention in recent years for its critical role in creating emotion-ware intelligent machines.

Contrastive Learning Dynamic Facial Expression Recognition +3

GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition

1 code implementation7 Dec 2023 Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Bin Liu, JianHua Tao

To bridge this gap, we present the quantitative evaluation results of GPT-4V on 21 benchmark datasets covering 6 tasks: visual sentiment analysis, tweet sentiment analysis, micro-expression recognition, facial emotion recognition, dynamic facial emotion recognition, and multimodal emotion recognition.

Facial Emotion Recognition Micro Expression Recognition +3

IRNet: Iterative Refinement Network for Noisy Partial Label Learning

1 code implementation9 Nov 2022 Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, JianHua Tao

In this paper, we relax this assumption and focus on a more general problem, noisy PLL, where the ground-truth label may not exist in the candidate set.

Data Augmentation Partial Label Learning +1

Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis

1 code implementation16 Aug 2022 Licai Sun, Zheng Lian, Bin Liu, JianHua Tao

With the proliferation of user-generated online videos, Multimodal Sentiment Analysis (MSA) has attracted increasing attention recently.

Multimodal Sentiment Analysis Representation Learning

Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge

no code implementations23 Jul 2022 Haiyang Sun, Zheng Lian, Bin Liu, JianHua Tao, Licai Sun, Cong Cai

In this paper, we propose the solution to the Multi-Task Learning (MTL) Challenge of the 4th Affective Behavior Analysis in-the-wild (ABAW) competition.

Multi-Task Learning Vocal Bursts Valence Prediction

GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation

1 code implementation4 Mar 2022 Zheng Lian, Lan Chen, Licai Sun, Bin Liu, JianHua Tao

To this end, we propose a novel framework for incomplete multimodal learning in conversations, called "Graph Complete Network (GCNet)", filling the gap of existing works.

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