Author

Evren Korpeoglu

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Preprint Aug 2026

Attribute-Conditioned Multimodal Slot Factorization for Controllable Fashion Retrieval

MM-slotgate is introduced, a multimodal slot encoder that factorizes Fashion-CLIP text and image embeddings into four named attribute slots, suggesting that controllable fashion retrieval benefits from typed, attribute-conditioned multimodal slots rather than either a single global embedding or opaque item-level semant...

Najmeh Forouzandehmehr, Topojoy Biswas, Evren Korpeoglu et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Beyond Ranking Accuracy: Evaluating LLM-Cited Feature Rationales for Next Basket Repurchase Recommendation

Findings suggest a practical role for LLMs as validated explanation components rather than primary rankers, with rationale quality evaluated separately from ranking accuracy.

Yanan Cao, A. Dombe, Murali Mohana Krishna Dandu et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Timing-Aware Repurchase Prediction for Web-Scale E-Commerce: Survival Models for Multi-Surface Grocery Recommendation

This study evaluates survival models that predict time-to-repurchase directly, and adopts Exponential AFT for probability-consuming surfaces and Log-Normal for pure ranking, exposing a principled calibration-ranking trade-off within a single AFT family.

Akshay Kekuda, Shreeranjani Srirangamsridharan, Ishan Bhatt et al. · 1 citation