DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D Modeling. - Mehmet Saygin Seyfioglu; Karim Bouyarmane; Suren Kumar; Amir Tavanaei; Ismail B. Tutar (CoRR, 2023)

Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising. - Amir Tavanaei; Kee Kiat Koo; Hayreddin Çeker; Shaobai Jiang; Qi Li; Julien Han; Karim Bouyarmane (EMNLP (Industry Track), 2024)

Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All. - Mehmet Saygin Seyfioglu; Karim Bouyarmane; Suren Kumar; Amir Tavanaei; Ismail B. Tutar (CoRR, 2024)

Confidence-Aware Sub-Structure Beam Search (CABS): Mitigating Hallucination in Structured Data Generation with Large Language Models. - Chengwei Wei; Kee Kiat Koo; Amir Tavanaei; Karim Bouyarmane (CoRR, 2024)

Structured Object Language Modeling (SoLM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising. - Amir Tavanaei; Kee Kiat Koo; Hayreddin Çeker; Shaobai Jiang; Qi Li; Julien Han; Karim Bouyarmane (CoRR, 2024)

Adjoint sharding for very long context training of state space models. - Xingzi Xu; Amir Tavanaei; Kavosh Asadi; Karim Bouyarmane (CoRR, 2025)