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20242026
most citedAn Efficient Multimodal Learning Framework to Comprehend Consumer Preferences Using BERT and Cross-Attention

2 citations · 3 across the 11 of their papers we have counts for

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cs.AI2026

Three-in-One World Model: Energy-Based Consistency, Prediction, and Counterfactual Inference for Marketing Intervention

Junichiro Niimi

Marketing decisions reflect the interaction of latent consumer heterogeneity, time-varying internal states, and explicit interventions, a structure that current prediction- and lan…