Zheng Lian | DeepAI

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∙ 07/05/2023

MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition

Dynamic facial expression recognition (DFER) is essential to the develop...

0 Licai Sun, et al. ∙

∙ 06/27/2023

Explainable Multimodal Emotion Reasoning

Multimodal emotion recognition is an active research topic in artificial...

0 Zheng Lian, et al. ∙

∙ 06/12/2023

MFAS: Emotion Recognition through Multiple Perspectives Fusion Architecture Search Emulating Human Cognition

Speech emotion recognition aims to identify and analyze emotional states...

0 Haiyang Sun, et al. ∙

∙ 05/23/2023

ADD 2023: the Second Audio Deepfake Detection Challenge

Audio deepfake detection is an emerging topic in the artificial intellig...

0 Jiangyan Yi, et al. ∙

∙ 04/18/2023

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning

Over the past few decades, multimodal emotion recognition has made remar...

0 Zheng Lian, et al. ∙

∙ 03/06/2023

Pseudo Labels Regularization for Imbalanced Partial-Label Learning

Partial-label learning (PLL) is an important branch of weakly supervised...

0 Mingyu Xu, et al. ∙

∙ 02/23/2023

An efficient method for Out-of-Distribution Detection

Detecting out-of-distribution (OOD) data is critical to building reliabl...

0 Mingyu Xu, et al. ∙

∙ 01/28/2023

DALI: Dynamically Adjusted Label Importance for Noisy Partial Label Learning

Noisy partial label learning (noisy PLL) is an important branch of weakl...

0 Mingyu Xu, et al. ∙

∙ 11/09/2022

ARNet: Automatic Refinement Network for Noisy Partial Label Learning

Partial label learning (PLL) is a typical weakly supervised learning, wh...

0 Zheng Lian, et al. ∙

∙ 08/29/2022

Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest

Medical Relation Extraction (MRE) task aims to extract relations between...

0 Yifan Jin, et al. ∙

∙ 08/16/2022

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

With the proliferation of user-generated online videos, Multimodal Senti...

0 Licai Sun, et al. ∙

∙ 07/23/2022

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

In this paper, we propose the solution to the Multi-Task Learning (MTL) ...

0 Haiyang Sun, et al. ∙

∙ 03/25/2022

EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition

Speech emotion recognition (SER) is a crucial research topic in human-co...

3 Haiyang Sun, et al. ∙

∙ 03/04/2022

GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation

Conversations have become a critical data format on social media platfor...

0 Zheng Lian, et al. ∙

∙ 02/17/2022

ADD 2022: the First Audio Deep Synthesis Detection Challenge

Audio deepfake detection is an emerging topic, which was included in the...

0 Jiangyan Yi, et al. ∙

∙ 08/06/2021

BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments

We introduce BEHAVIOR, a benchmark for embodied AI with 100 activities i...

10 Sanjana Srivastava, et al. ∙

∙ 10/24/2019

Towards Fine-Grained Prosody Control for Voice Conversion

In a typical voice conversion system, prior works utilize various acoust...

0 Zheng Lian, et al. ∙

∙ 10/24/2019

Domain adversarial learning for emotion recognition

In practical applications for emotion recognition, users do not always e...

0 Zheng Lian, et al. ∙

∙ 10/24/2019

Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition

Prior works on speech emotion recognition utilize various unsupervised l...

0 Zheng Lian, et al. ∙

∙ 10/24/2019

Conversational Emotion Analysis via Attention Mechanisms

Different from the emotion recognition in individual utterances, we prop...

0 Zheng Lian, et al. ∙

∙ 10/23/2019

Speech Emotion Recognition via Contrastive Loss under Siamese Networks

Speech emotion recognition is an important aspect of human-computer inte...

0 Zheng Lian, et al. ∙

∙ 11/11/2018

Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning

Speech emotion recognition is an important aspect of human-computer inte...

0 Zheng Lian, et al. ∙

∙ 09/13/2018

Investigation of Multimodal Features, Classifiers and Fusion Methods for Emotion Recognition

Automatic emotion recognition is a challenging task. In this paper, we p...

0 Zheng Lian, et al. ∙

∙ 01/04/2018

A pairwise discriminative task for speech emotion recognition

Speech emotion recognition is an important task in human-machine interac...

0 Zheng Lian, et al. ∙

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