Erik Cambria
2 papers · Latest:
To Fuse or to Drop? Dual-Path Learning for Resolving Modality Conflicts in Multimodal Emotion Recognition
DCR is a dual-path framework that intelligently fuses or drops modalities to resolve conflicts in multimodal emotion recognition, improving robustness.
2605.04877
Human-Computer InteractionMER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding
MER2026 expands emotion understanding challenges from discriminative recognition to generative analysis, introducing new tasks and multimodal approaches.
2604.19417
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