Amir Mohammad Karimi-Mamaghan

According to our database, Amir Mohammad Karimi-Mamaghan authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

From Words to Amino Acids: Does the Curse of Depth Persist?

Aleena Siji, Amir Mohammad Karimi-Mamaghan, Ferdinand Kapl, Tobias Höppe, Emmanouil Angelis, Andrea Dittadi, Maurice Brenner, Michael Heinzinger, Karl Henrik Johansson, Kaitlin Maile, Johannes von Oswald, Stefan Bauer

CoRR, February, 2026

Are Object-Centric Representations Better At Compositional Generalization?

Ferdinand Kapl, Amir Mohammad Karimi-Mamaghan, Maximilian Seitzer, Karl Henrik Johansson, Carsten Marr, Stefan Bauer, Andrea Dittadi

CoRR, February, 2026

2025

Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models.

Amir Mohammad Karimi-Mamaghan, Samuele Papa, Karl Henrik Johansson, Stefan Bauer, Andrea Dittadi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Diffusion-Based Causal Representation Learning.

Amir Mohammad Karimi-Mamaghan, Andrea Dittadi, Stefan Bauer, Karl Henrik Johansson, Francesco Quinzan

Entropy, July, 2024

Challenges and Considerations in the Evaluation of Bayesian Causal Discovery.

Amir Mohammad Karimi-Mamaghan, Panagiotis Tigas, Karl Henrik Johansson, Yarin Gal, Yashas Annadani, Stefan Bauer

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art.

Maryam Karimi Mamaghan, Mehrdad Mohammadi, Patrick Meyer, Amir Mohammad Karimi-Mamaghan, El-Ghazali Talbi

Eur. J. Oper. Res., 2022