Image de couverture de livre

Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wu, Jingyao, Dang, Ting, Sethu, Vidhyasaharan, Ambikairajah, Eliathamby
Format:	Preprint
Publié:	2024
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information
par: Wu, Jingyao, et autres
Publié: (2021)

AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models
par: Hong, Xin, et autres
Publié: (2024)

What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions
par: Meng, Hanyu, et autres
Publié: (2024)

Characterization of Speech Similarity Between Australian Aboriginal and High-Resource Languages: A Case Study on Dharawal
par: Dang, Ting, et autres
Publié: (2025)

Binaural Selective Attention Model for Target Speaker Extraction
par: Meng, Hanyu, et autres
Publié: (2024)

Blind Estimation of Sub-band Acoustic Parameters from Ambisonics Recordings using Spectro-Spatial Covariance Features
par: Meng, Hanyu, et autres
Publié: (2024)

Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends
par: Zhang, Qiquan, et autres
Publié: (2025)

Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing
par: Meng, Hanyu, et autres
Publié: (2025)

Emotions as Ambiguity-aware Ordinal Representations
par: Wu, Jingyao, et autres
Publié: (2025)

Beyond Deep Learning: Speech Segmentation and Phone Classification with Neural Assemblies
par: Adelson, Trevor, et autres
Publié: (2026)

AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural ODEs
par: Dang, Ting, et autres
Publié: (2026)

A Joint Spectro-Temporal Relational Thinking Based Acoustic Modeling Framework
par: Nan, Zheng, et autres
Publié: (2024)

Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models
par: Zhang, Wenda, et autres
Publié: (2026)

Beyond Predictions in Neural ODEs: Identification and Interventions
par: Aliee, Hananeh, et autres
Publié: (2021)

Continual Adaptation for Pacific Indigenous Speech Recognition
par: Xiao, Yang, et autres
Publié: (2026)

Decoding Ambiguous Emotions with Test-Time Scaling in Audio-Language Models
par: Jia, Hong, et autres
Publié: (2026)

Potential Indicator for Continuous Emotion Arousal by Dynamic Neural Synchrony
par: Pan, Guandong, et autres
Publié: (2025)

MODE: Efficient Time Series Prediction with Mamba Enhanced by Low-Rank Neural ODEs
par: Chen, Xingsheng, et autres
Publié: (2026)

ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
par: Mei, Wenjie, et autres
Publié: (2024)

Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping
par: Capitão, Nuno, et autres
Publié: (2025)

Physics-Informed Neural ODEs with Scale-Aware Residuals for Learning Stiff Biophysical Dynamics
par: Kainth, Kamalpreet Singh, et autres
Publié: (2025)

Learning Chaotic Systems and Long-Term Predictions with Neural Jump ODEs
par: Krach, Florian, et autres
Publié: (2024)

Disentangling Reasoning in Large Audio-Language Models for Ambiguous Emotion Prediction
par: Yu, Xiaofeng, et autres
Publié: (2026)

Learning Physics Informed Neural ODEs With Partial Measurements
par: Ghanem, Paul, et autres
Publié: (2024)

Global Convergence in Neural ODEs: Impact of Activation Functions
par: Gao, Tianxiang, et autres
Publié: (2025)

Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity
par: Fang, Feiteng, et autres
Publié: (2025)

Feedback Favors the Generalization of Neural ODEs
par: Jia, Jindou, et autres
Publié: (2024)

Learning Deep Dynamical Systems using Stable Neural ODEs
par: Sochopoulos, Andreas, et autres
Publié: (2024)

Learning Adaptive Hydrodynamic Models Using Neural ODEs in Complex Conditions
par: Wang, Cong, et autres
Publié: (2024)

DeNOTS: Stable Deep Neural ODEs for Time Series
par: Kuleshov, Ilya, et autres
Publié: (2024)

Temporally Detailed Hypergraph Neural ODEs for Disease Progression Modeling
par: Xiao, Tingsong, et autres
Publié: (2025)

PolyNODE: Variable-dimension Neural ODEs on M-polyfolds
par: Åhag, Per, et autres
Publié: (2026)

Emotion-aware Dual Cross-Attentive Neural Network with Label Fusion for Stance Detection in Misinformative Social Media Content
par: Pangtey, Lata, et autres
Publié: (2025)

SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction
par: Jiang, Zheng, et autres
Publié: (2025)

DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
par: Wu, Yiqing, et autres
Publié: (2024)

Emotion-aware Personalized Music Recommendation with a Heterogeneity-aware Deep Bayesian Network
par: Jing, Erkang, et autres
Publié: (2024)

Local Truncation Error-Guided Neural ODEs for Large Scale Traffic Forecasting
par: Zhang, Xiao, et autres
Publié: (2026)

Unveiling LLM Mechanisms Through Neural ODEs and Control Theory
par: Zhang, Yukun, et autres
Publié: (2024)

Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
par: Rozada, Sergio, et autres
Publié: (2024)

Heterogeneity-aware Personalized Federated Learning via Adaptive Dual-Agent Reinforcement Learning
par: Chen, Xi, et autres
Publié: (2025)