Harutyunyan, Hrayr

12 publications

ICLRW 2025 Mimetic Initialization Helps State Space Models Learn to Recall Asher Trockman, Hrayr Harutyunyan, J Zico Kolter, Sanjiv Kumar, Srinadh Bhojanapalli

NeurIPS 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 Courville, Se-Young Yun

ICLR 2025 Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-Wise LoRA Sangmin Bae, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Seungyeon Kim, Tal Schuster

ICMLW 2024 In-Context Learning in Presence of Spurious Correlations Hrayr Harutyunyan, Rafayel Darbinyan, Samvel Karapetyan, Hrant Khachatrian

CVPR 2023 A Meta-Learning Approach to Predicting Performance and Data Requirements Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto

ICLR 2023 Supervision Complexity and Its Role in Knowledge Distillation Hrayr Harutyunyan, Ankit Singh Rawat, Aditya Krishna Menon, Seungyeon Kim, Sanjiv Kumar

CVPR 2022 Failure Modes of Domain Generalization Algorithms Tigran Galstyan, Hrayr Harutyunyan, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan

ICLR 2021 Estimating Informativeness of Samples with Smooth Unique Information Hrayr Harutyunyan, Alessandro Achille, Giovanni Paolini, Orchid Majumder, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

NeurIPS 2021 Information-Theoretic Generalization Bounds for Black-Box Learning Algorithms Hrayr Harutyunyan, Maxim Raginsky, Greg Ver Steeg, Aram Galstyan

ICML 2020 Improving Generalization by Controlling Label-Noise Information in Neural Network Weights Hrayr Harutyunyan, Kyle Reing, Greg Ver Steeg, Aram Galstyan

NeurIPS 2019 Fast Structure Learning with Modular Regularization Greg Ver Steeg, Hrayr Harutyunyan, Daniel Moyer, Aram Galstyan

ICML 2019 MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan