Skip Connections as Effective Symmetry-Breaking. - A. Emin Orhan (CoRR, 2017)

Skip Connections Eliminate Singularities. - A. Emin Orhan; Xaq Pitkow (ICLR (Poster), 2018)

A Simple Cache Model for Image Recognition. - A. Emin Orhan (NeurIPS, 2018)

Improving the robustness of ImageNet classifiers using elements of human visual cognition. - A. Emin Orhan; Brenden M. Lake (CoRR, 2019)

Robustness properties of Facebook's ResNeXt WSL models. - A. Emin Orhan (CoRR, 2019)

Improved memory in recurrent neural networks with sequential non-normal dynamics. - A. Emin Orhan; Xaq Pitkow (ICLR, 2020)

Self-supervised learning through the eyes of a child. - A. Emin Orhan; Vaibhav V. Gupta; Brenden M. Lake (NeurIPS, 2020)

How much "human-like" visual experience do current self-supervised learning algorithms need to achieve human-level object recognition? - A. Emin Orhan (CoRR, 2021)

Compositional generalization in semantic parsing with pretrained transformers. - A. Emin Orhan (CoRR, 2021)

Two-argument activation functions learn soft XOR operations like cortical neurons. - KiJung Yoon; A. Emin Orhan; Juhyun Kim; Xaq Pitkow (CoRR, 2021)

Two-Argument Activation Functions Learn Soft XOR Operations Like Cortical Neurons. - Juhyeon Kim; A. Emin Orhan; KiJung Yoon; Xaq Pitkow (IEEE Access, 2022)

Can deep learning match the efficiency of human visual long-term memory in storing object details? - A. Emin Orhan (CoRR, 2022)

Recognition, recall, and retention of few-shot memories in large language models. - A. Emin Orhan (CoRR, 2023)

What can generic neural networks learn from a child's visual experience? - A. Emin Orhan; Brenden M. Lake (CoRR, 2023)

Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience. - A. Emin Orhan (CoRR, 2023)

Self-supervised learning of video representations from a child's perspective. - A. Emin Orhan; Wentao Wang; Alex N. Wang; Mengye Ren; Brenden M. Lake (CoRR, 2024)

HVM-1: Large-scale video models pretrained with nearly 5000 hours of human-like video data. - A. Emin Orhan (CoRR, 2024)

Learning high-level visual representations from a child's perspective without strong inductive biases. - A. Emin Orhan; Brenden M. Lake (Nat. Mac. Intell., 2024)