Articles by A. Emin Orhan | Synthical

Synthical

Your space

Profile

Activity

Favorites

Folders

Feeds

Contacts

About

Claim page

A. Emin Orhan

Follow

Activity

Upvotes

Folders

Articles

16

Self-supervised learning of video representations from a child's perspective

25 July 2024 by A. Emin Orhan and others

Computer Vision and Pattern Recognition, Machine Learning

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

25 July 2024 by A. Emin Orhan

Computer Vision and Pattern Recognition, Machine Learning

Learning high-level visual representations from a child's perspective without strong inductive biases

22 September 2023 by A. Emin Orhan and Brenden Lake at

New York University

Computer Vision and Pattern Recognition, Machine Learning

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

10 August 2023 by A. Emin Orhan at

New York University

Computer Vision and Pattern Recognition, Machine Learning

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

30 March 2023 by A. Emin Orhan

Computation and Language, Machine Learning

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

28 April 2022 by A. Emin Orhan

Machine Learning, Neural and Evolutionary Computing

Compositional generalization in semantic parsing with pretrained transformers

5 October 2021 by A. Emin Orhan

Computation and Language, Machine Learning

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

27 September 2021 by A. Emin Orhan

Computer Vision and Pattern Recognition, Machine Learning

Self-supervised learning through the eyes of a child

21 October 2020 by A. Emin Orhan and others

Computer Vision and Pattern Recognition, Machine Learning

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

10 February 2020 by A. Emin Orhan and Brenden Lake

Computer Vision and Pattern Recognition, Machine Learning

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

10 February 2020 by A. Emin Orhan and Xaq Pitkow

Neural and Evolutionary Computing, Machine Learning

Robustness properties of Facebook's ResNeXt WSL models

24 July 2019 by A. Emin Orhan

Computer Vision and Pattern Recognition, Machine Learning

A Simple Cache Model for Image Recognition

26 November 2018 by A. Emin Orhan

Computer Vision and Pattern Recognition, Machine Learning

Skip Connections as Effective Symmetry-Breaking

2 February 2017 by A. Emin Orhan

Neural and Evolutionary Computing, Machine Learning

Efficient Probabilistic Inference in Generic Neural Networks Trained with Non-Probabilistic Feedback

27 May 2016 by A. Emin Orhan and Wei Ma

Neurons and Cognition

Neural Population Coding of Multiple Stimuli

31 December 2014 by A. Emin Orhan and Wei Ma

Neurons and Cognition

Are Performance Limitations in Visual Short-Term Memory Tasks Due to Capacity Limitations or Model Mismatch?

2 July 2014 by A. Emin Orhan and Robert Jacobs

Neurons and Cognition

This is an AI-generated summary

Key points

Topics

Machine Learning Neural and Evolutionary Computing Computer Vision and Pattern Recognition Neurons and Cognition Computation and Language