Evidential Multimodal Transformers with Dempster-Shafer Fusion for Emotion Recognition
cs.LG
Submitted: 2026-10-09
Updated: 2026-10-09
Code: https://github.com/monologg/KoELECTRA
Terminology
Sources
- Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention
- TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition
- Unbiased Dynamic Multimodal Fusion
- Complementarity-Supervised Spectral-Band Routing for Multimodal Emotion Recognition
- Uncertainty-Aware Multimodal Emotion Recognition through Dirichlet Parameterization
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks