Reza Bayat

According to our database, Reza Bayat authored at least 9 papers between 2011 and 2025.

Collaborative distances:

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

2025

Steering Large Language Model Activations in Sparse Spaces.

Reza Bayat, Ali Rahimi-Kalahroudi, Mohammad Pezeshki, Sarath Chandar, Pascal Vincent

CoRR, March, 2025

Learning adversarially robust kernel ensembles with kernel average pooling.

Pouya Bashivan, Reza Bayat, Adam Ibrahim, Amirozhan Dehghani, Yifei Ren

Expert Syst. Appl., 2025

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation.

Sangmin Bae, Yujin Kim, Reza Bayat, Sungnyun Kim, Jiyoun Ha, Tal Schuster, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Aaron C. Courville, Se-Young Yun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

The Pitfalls of Memorization: When Memorization Hurts Generalization.

Reza Bayat, Mohammad Pezeshki, Elvis Dohmatob, David Lopez-Paz, Pascal Vincent

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Performance Control in Early Exiting to Deploy Large Models at the Same Cost of Smaller Ones.

Mehrnaz Mofakhami, Reza Bayat, Ioannis Mitliagkas, João Monteiro, Valentina Zantedeschi

CoRR, 2024

Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques.

Rishika Bhagwatkar, Shravan Nayak, Reza Bayat, Alexis Roger, Daniel Z. Kaplan, Pouya Bashivan, Irina Rish

CoRR, 2024

2023

A Study on Sample Diversity in Generative Models: GANs vs. Diffusion Models.

Reza Bayat

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2021

Adversarial Feature Desensitization.

Pouya Bashivan, Reza Bayat, Adam Ibrahim, Kartik Ahuja, Mojtaba Faramarzi, Touraj Laleh, Blake A. Richards, Irina Rish

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2011

Novel approach to adjust the step size for closed-loop power control in wireless cellular code division multiple access systems under flat fading.

Hamed Saghaei, Babak Seyfe, Hamidreza Bakhshi, Reza Bayat

IET Commun., 2011