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2020 – today
- 2024
[j2]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): 271-283 (2024)- [i15]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 abs/2402.00300 (2024) - [i14]A. Emin Orhan:
HVM-1: Large-scale video models pretrained with nearly 5000 hours of human-like video data. CoRR abs/2407.18067 (2024) - 2023
- [i13]A. Emin Orhan:
Recognition, recall, and retention of few-shot memories in large language models. CoRR abs/2303.17557 (2023) - [i12]A. Emin Orhan, Brenden M. Lake:
What can generic neural networks learn from a child's visual experience? CoRR abs/2305.15372 (2023) - [i11]A. Emin Orhan:
Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience. CoRR abs/2308.03712 (2023) - 2022
- [j1]Juhyeon Kim, A. Emin Orhan, KiJung Yoon, Xaq Pitkow:
Two-Argument Activation Functions Learn Soft XOR Operations Like Cortical Neurons. IEEE Access 10: 58071-58080 (2022) - [i10]A. Emin Orhan:
Can deep learning match the efficiency of human visual long-term memory in storing object details? CoRR abs/2204.13061 (2022) - 2021
- [i9]A. Emin Orhan:
How much "human-like" visual experience do current self-supervised learning algorithms need to achieve human-level object recognition? CoRR abs/2109.11523 (2021) - [i8]A. Emin Orhan:
Compositional generalization in semantic parsing with pretrained transformers. CoRR abs/2109.15101 (2021) - [i7]KiJung Yoon, A. Emin Orhan, Juhyun Kim, Xaq Pitkow:
Two-argument activation functions learn soft XOR operations like cortical neurons. CoRR abs/2110.06871 (2021) - 2020
- [c4]A. Emin Orhan, Xaq Pitkow:
Improved memory in recurrent neural networks with sequential non-normal dynamics. ICLR 2020 - [c3]A. Emin Orhan, Vaibhav V. Gupta, Brenden M. Lake:
Self-supervised learning through the eyes of a child. NeurIPS 2020 - [i6]A. Emin Orhan, Vaibhav V. Gupta, Brenden M. Lake:
Self-supervised learning through the eyes of a child. CoRR abs/2007.16189 (2020)
2010 – 2019
- 2019
- [i5]A. Emin Orhan, Xaq Pitkow:
Improved memory in recurrent neural networks with sequential non-normal dynamics. CoRR abs/1905.13715 (2019) - [i4]A. Emin Orhan, Brenden M. Lake:
Improving the robustness of ImageNet classifiers using elements of human visual cognition. CoRR abs/1906.08416 (2019) - [i3]A. Emin Orhan:
Robustness properties of Facebook's ResNeXt WSL models. CoRR abs/1907.07640 (2019) - 2018
- [c2]A. Emin Orhan, Xaq Pitkow:
Skip Connections Eliminate Singularities. ICLR (Poster) 2018 - [c1]A. Emin Orhan:
A Simple Cache Model for Image Recognition. NeurIPS 2018: 10128-10137 - [i2]A. Emin Orhan:
A Simple Cache Model for Image Recognition. CoRR abs/1805.08709 (2018) - 2017
- [i1]A. Emin Orhan:
Skip Connections as Effective Symmetry-Breaking. CoRR abs/1701.09175 (2017)
Coauthor Index
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