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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...
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06/27/2023
Explainable Multimodal Emotion Reasoning
Multimodal emotion recognition is an active research topic in artificial...
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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...
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05/23/2023
ADD 2023: the Second Audio Deepfake Detection Challenge
Audio deepfake detection is an emerging topic in the artificial intellig...
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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...
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03/06/2023
Pseudo Labels Regularization for Imbalanced Partial-Label Learning
Partial-label learning (PLL) is an important branch of weakly supervised...
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02/23/2023
An efficient method for Out-of-Distribution Detection
Detecting out-of-distribution (OOD) data is critical to building reliabl...
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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...
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11/09/2022
ARNet: Automatic Refinement Network for Noisy Partial Label Learning
Partial label learning (PLL) is a typical weakly supervised learning, wh...
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08/29/2022
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest
Medical Relation Extraction (MRE) task aims to extract relations between...
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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...
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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) ...
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03/25/2022
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition
Speech emotion recognition (SER) is a crucial research topic in human-co...
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03/04/2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation
Conversations have become a critical data format on social media platfor...
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02/17/2022
ADD 2022: the First Audio Deep Synthesis Detection Challenge
Audio deepfake detection is an emerging topic, which was included in the...
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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...
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10/24/2019
Towards Fine-Grained Prosody Control for Voice Conversion
In a typical voice conversion system, prior works utilize various acoust...
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10/24/2019
Domain adversarial learning for emotion recognition
In practical applications for emotion recognition, users do not always e...
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10/24/2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition
Prior works on speech emotion recognition utilize various unsupervised l...
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10/24/2019
Conversational Emotion Analysis via Attention Mechanisms
Different from the emotion recognition in individual utterances, we prop...
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10/23/2019
Speech Emotion Recognition via Contrastive Loss under Siamese Networks
Speech emotion recognition is an important aspect of human-computer inte...
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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...
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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...
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01/04/2018