One-shot recognition of any material anywhere using contrastive learning with physics-based rendering. - Manuel S. Drehwald; Sagi Eppel; Jolina Li; Han Hao; Alán Aspuru-Guzik (ICCV, 2023)

Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation. - Sagi Eppel; Jolina Li; Manuel S. Drehwald; Alán Aspuru-Guzik (NeurIPS, 2024)

Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data. - Sagi Eppel; Jolina Li; Manuel S. Drehwald; Alán Aspuru-Guzik (CoRR, 2024)