A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning. - Seyyed AmirHossein Ameli Kalkhoran; Mohammadamin Banayeeanzade; Mohammad Mahdi Samiei; Mahdieh Soleymani Baghshah (CoRR, 2023)

Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP. - Reza Abbasi; Mohammad Samiei; Mohammad Hossein Rohban; Mahdieh Soleymani Baghshah (CoRR, 2024)

ComAlign: Compositional Alignment in Vision-Language Models. - Ali Abdollah; Amirmohammad Izadi; Armin Saghafian; Reza Vahidimajd; Mohammad Mozafari; Amirreza Mirzaei; Mohammad Samiei; Mahdieh Soleymani Baghshah (CoRR, 2024)

VQEL: Enabling Self-Developed Symbolic Language in Agents through Vector Quantization in Emergent Language Games. - Mohammad Mahdi Samiei Paqaleh; Mahdieh Soleymani Baghshah (CoRR, 2025)

Inductive biases for zero-shot systematic generalization in language-informed reinforcement learning. - Negin Hashemi Dijujin; Seyed Roozbeh Razavi Rohani; Mohammad Mahdi Samiei; Mahdieh Soleymani Baghshah (Mach. Learn., 2025)