A. Emin Orhan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Semantic Parsing

Recurrent Neural Networks

Supervised Learning

Visual Representations

Top Venues

Nat. Mac. Intell.

Publications

A. Emin Orhan
HVM-1: Large-scale video models pretrained with nearly 5000 hours of human-like video data. CoRR (2024)
A. Emin Orhan, Brenden M. Lake
Learning high-level visual representations from a child's perspective without strong inductive biases. Nat. Mac. Intell. 6 (3) (2024)
A. Emin Orhan, Wentao Wang, Alex N. Wang, Mengye Ren, Brenden M. Lake
Self-supervised learning of video representations from a child's perspective. CoRR (2024)
A. Emin Orhan
Recognition, recall, and retention of few-shot memories in large language models. CoRR (2023)
A. Emin Orhan
Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience. CoRR (2023)
A. Emin Orhan, Brenden M. Lake
What can generic neural networks learn from a child's visual experience? CoRR (2023)
Juhyeon Kim, A. Emin Orhan, KiJung Yoon, Xaq Pitkow
Two-Argument Activation Functions Learn Soft XOR Operations Like Cortical Neurons. IEEE Access 10 (2022)
A. Emin Orhan
Can deep learning match the efficiency of human visual long-term memory in storing object details? CoRR (2022)
KiJung Yoon, A. Emin Orhan, Juhyun Kim, Xaq Pitkow
Two-argument activation functions learn soft XOR operations like cortical neurons. CoRR (2021)
A. Emin Orhan
How much "human-like" visual experience do current self-supervised learning algorithms need to achieve human-level object recognition? CoRR (2021)
A. Emin Orhan
Compositional generalization in semantic parsing with pretrained transformers. CoRR (2021)
A. Emin Orhan, Vaibhav V. Gupta, Brenden M. Lake
Self-supervised learning through the eyes of a child. NeurIPS (2020)
A. Emin Orhan, Vaibhav V. Gupta, Brenden M. Lake
Self-supervised learning through the eyes of a child. CoRR (2020)
A. Emin Orhan, Xaq Pitkow
Improved memory in recurrent neural networks with sequential non-normal dynamics. ICLR (2020)
A. Emin Orhan
Robustness properties of Facebook's ResNeXt WSL models. CoRR (2019)
A. Emin Orhan, Brenden M. Lake
Improving the robustness of ImageNet classifiers using elements of human visual cognition. CoRR (2019)
A. Emin Orhan, Xaq Pitkow
Improved memory in recurrent neural networks with sequential non-normal dynamics. CoRR (2019)
A. Emin Orhan
A Simple Cache Model for Image Recognition. NeurIPS (2018)
A. Emin Orhan
A Simple Cache Model for Image Recognition. CoRR (2018)
A. Emin Orhan, Xaq Pitkow
Skip Connections Eliminate Singularities. ICLR (Poster) (2018)
A. Emin Orhan
Skip Connections as Effective Symmetry-Breaking. CoRR (2017)