A. Emin Orhan

According to our database, A. Emin Orhan authored at least 18 papers between 2017 and 2024.

Collaborative distances:

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

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

HVM-1: Large-scale video models pretrained with nearly 5000 hours of human-like video data.

A. Emin Orhan

CoRR, 2024

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

2023

Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience.

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

Recognition, recall, and retention of few-shot memories in large language models.

A. Emin Orhan

CoRR, 2023

2022

Can deep learning match the efficiency of human visual long-term memory in storing object details?

A. Emin Orhan

CoRR, 2022

Two-Argument Activation Functions Learn Soft XOR Operations Like Cortical Neurons.

Juhyeon Kim, A. Emin Orhan, KiJung Yoon, Xaq Pitkow

IEEE Access, 2022

2021

Two-argument activation functions learn soft XOR operations like cortical neurons.

KiJung Yoon, A. Emin Orhan, Juhyun Kim, Xaq Pitkow

CoRR, 2021

Compositional generalization in semantic parsing with pretrained transformers.

A. Emin Orhan

CoRR, 2021

How much "human-like" visual experience do current self-supervised learning algorithms need to achieve human-level object recognition?

A. Emin Orhan

CoRR, 2021

2020

Self-supervised learning through the eyes of a child.

A. Emin Orhan, Vaibhav V. Gupta, Brenden M. Lake

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Improved memory in recurrent neural networks with sequential non-normal dynamics.

A. Emin Orhan, Xaq Pitkow

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Robustness properties of Facebook's ResNeXt WSL models.

A. Emin Orhan

CoRR, 2019

Improving the robustness of ImageNet classifiers using elements of human visual cognition.

A. Emin Orhan, Brenden M. Lake

CoRR, 2019

2018

A Simple Cache Model for Image Recognition.

A. Emin Orhan

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Skip Connections Eliminate Singularities.

A. Emin Orhan, Xaq Pitkow

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Skip Connections as Effective Symmetry-Breaking.

A. Emin Orhan

CoRR, 2017