ResDiffFRG: Residual Diffusion for Multiple Appropriate Facial Reaction Generation

arXiv:2609.33749 · cs.LG · Submitted 2026-09-27 · Read on arXiv

cs.LG

Submitted: 2026-09-27

Updated: 2026-09-27

Terminology

• Diffusion Model — 12× in this paper · explained in 8 episodes
• Diffusion Process — 11× in this paper · explained in 2 episodes
• Diffusion Models — 8× in this paper · explained in 6 episodes
• Ablation — 7× in this paper · explained in 1 episode
• Transformer — 4× in this paper · explained in 2 episodes
• Agent Interactions — 3× in this paper · explained in 1 episode
• Affective Computing — 2× in this paper · explained in 1 episode
• Alignment — 2× in this paper · explained in 1 episode
• Computer Vision and Pattern Recognition — 2× in this paper
• Conference on Automatic Face and Gesture Recognition — 2× in this paper
• Generative Adversarial Network — 2× in this paper
• Self-Supervised Learning — 2× in this paper · explained in 8 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• AdamW Optimizer — 1× in this paper · explained in 1 episode
• Decoupling — 1× in this paper · explained in 2 episodes
• Dynamic Time Warping (DTW) — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Latent Diffusion Model — 1× in this paper · explained in 2 episodes
• Latent Diffusion Models — 1× in this paper · explained in 2 episodes
• Multi-modal Multiple Appropriate Reaction in Social Dyads — 1× in this paper
• Signal-to-noise ratio (SNR) — 1× in this paper · explained in 2 episodes

Sources

• Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
• Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interactions
• Denoising Diffusion Implicit Models
• Multiple Appropriate Facial Reaction Generation in Dyadic Interaction Settings: What, Why and How?
• Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning
• AMII: Adaptive Multimodal Inter-personal and Intra-personal Model for Adapted Behavior Synthesis

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