Papers for Vision Transformers (ViT) and Mechanistic Interpretability
Papers that give context when exploring mechanistic interpretability on vision transformers.
Tags
- machine learning 13
- computational neuroscience 7
- neuroscience 7
- resources 7
- projects 6
- deep learning 5
- neural dynamics 4
- notes 3
- artificial intelligence 3
- all audiences 2
- literature review 1
- image classification 1
- generative models 1
- web scraping 1
- natural language processing 1
- neural nets 1
- reinforcement learning 1
- journal club 1
- natural language 1
- processing journal club 1
- meta-learning 1
- presentation 1
- unfinished-thoughts 1
- vision transformers 1
machine learning
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
Meta-learning Research Overview and Paper Group
Research overview of meta-learning by researcher and institution.
Fall 2020 NLP Journal Club: Apply to Join!
Founding a Deep NLP journal club for women in AI.
Summer 2020 Reinforcement Learning Journal Club: Apply to Join!
Founding a reinforcement learning journal club, welcome to join!
Emergence: A Library of Hopfield Networks
A library of Hopfield networks and undirected neural nets.
Ideas for the deep learning framework in neuroscience
On accounting for billions+ of parameters and nonlinearities
Semantic Similarity Search for Phrases
Matching similar phrases given two corpuses
Experiments in Pruning
When pruning 80% of a neural net does not affect accuracy
Computational Neuroscience and Artificial Intelligence Research Overview
Research overview of artificial/biological intelligence by researcher and institution.
Text & Lyric Generation with Markov Chains
Text and lyric generation with basic natural language processing.
Facial Recognition with Collaborative Representation-Based Classification
Facial recognition with collaborative representation-based classification.
Neural Dynamics: A Primer (Hopfield Networks)
Basic concepts in neural dynamics explained with Hopfield networks.
computational neuroscience
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
Emergence: A Library of Hopfield Networks
A library of Hopfield networks and undirected neural nets.
Ideas for the deep learning framework in neuroscience
On accounting for billions+ of parameters and nonlinearities
Computational Neuroscience and Artificial Intelligence Research Overview
Research overview of artificial/biological intelligence by researcher and institution.
Deep Learning Models for the Prefontal Cortex in Object Recognition
A hypothetical proposal to model object categorization in the prefrontal cortex with the goal-driven neural network paradigm.
Neural Dynamics: A Primer (Hopfield Networks)
Basic concepts in neural dynamics explained with Hopfield networks.
Paper List for Neural Dynamics
Resources for computational neuroscience
neuroscience
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
Emergence: A Library of Hopfield Networks
A library of Hopfield networks and undirected neural nets.
Ideas for the deep learning framework in neuroscience
On accounting for billions+ of parameters and nonlinearities
Computational Neuroscience and Artificial Intelligence Research Overview
Research overview of artificial/biological intelligence by researcher and institution.
Deep Learning Models for the Prefontal Cortex in Object Recognition
A hypothetical proposal to model object categorization in the prefrontal cortex with the goal-driven neural network paradigm.
Neural Dynamics: A Primer (Hopfield Networks)
Basic concepts in neural dynamics explained with Hopfield networks.
Paper List for Neural Dynamics
Resources for computational neuroscience
resources
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
Meta-learning Research Overview and Paper Group
Research overview of meta-learning by researcher and institution.
Computational Neuroscience and Artificial Intelligence Research Overview
Research overview of artificial/biological intelligence by researcher and institution.
Facial Recognition with Collaborative Representation-Based Classification
Facial recognition with collaborative representation-based classification.
Deep Learning Models for the Prefontal Cortex in Object Recognition
A hypothetical proposal to model object categorization in the prefrontal cortex with the goal-driven neural network paradigm.
Neural Dynamics: A Primer (Hopfield Networks)
Basic concepts in neural dynamics explained with Hopfield networks.
Paper List for Neural Dynamics
Resources for computational neuroscience
projects
Emergence: A Library of Hopfield Networks
A library of Hopfield networks and undirected neural nets.
Semantic Similarity Search for Phrases
Matching similar phrases given two corpuses
Experiments in Pruning
When pruning 80% of a neural net does not affect accuracy
Goodreads Quotes Scraper
scraping quotes from goodreads and creating a database
Text & Lyric Generation with Markov Chains
Text and lyric generation with basic natural language processing.
Facial Recognition with Collaborative Representation-Based Classification
Facial recognition with collaborative representation-based classification.
deep learning
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
Emergence: A Library of Hopfield Networks
A library of Hopfield networks and undirected neural nets.
Ideas for the deep learning framework in neuroscience
On accounting for billions+ of parameters and nonlinearities
Deep Learning Models for the Prefontal Cortex in Object Recognition
A hypothetical proposal to model object categorization in the prefrontal cortex with the goal-driven neural network paradigm.
Paper List for Neural Dynamics
Resources for computational neuroscience
neural dynamics
Computational Neuroscience and Artificial Intelligence Research Overview
Research overview of artificial/biological intelligence by researcher and institution.
Deep Learning Models for the Prefontal Cortex in Object Recognition
A hypothetical proposal to model object categorization in the prefrontal cortex with the goal-driven neural network paradigm.
Neural Dynamics: A Primer (Hopfield Networks)
Basic concepts in neural dynamics explained with Hopfield networks.
Paper List for Neural Dynamics
Resources for computational neuroscience
notes
Facial Recognition with Collaborative Representation-Based Classification
Facial recognition with collaborative representation-based classification.
Deep Learning Models for the Prefontal Cortex in Object Recognition
A hypothetical proposal to model object categorization in the prefrontal cortex with the goal-driven neural network paradigm.
Paper List for Neural Dynamics
Resources for computational neuroscience
artificial intelligence
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
Meta-learning Research Overview and Paper Group
Research overview of meta-learning by researcher and institution.
Facial Recognition with Collaborative Representation-Based Classification
Facial recognition with collaborative representation-based classification.
all audiences
Computational Neuroscience and Artificial Intelligence Research Overview
Research overview of artificial/biological intelligence by researcher and institution.
Neural Dynamics: A Primer (Hopfield Networks)
Basic concepts in neural dynamics explained with Hopfield networks.
literature review
Paper List for Neural Dynamics
Resources for computational neuroscience
image classification
Facial Recognition with Collaborative Representation-Based Classification
Facial recognition with collaborative representation-based classification.
generative models
Text & Lyric Generation with Markov Chains
Text and lyric generation with basic natural language processing.
web scraping
Goodreads Quotes Scraper
scraping quotes from goodreads and creating a database
natural language processing
Semantic Similarity Search for Phrases
Matching similar phrases given two corpuses
neural nets
Emergence: A Library of Hopfield Networks
A library of Hopfield networks and undirected neural nets.
reinforcement learning
Summer 2020 Reinforcement Learning Journal Club: Apply to Join!
Founding a reinforcement learning journal club, welcome to join!
journal club
Summer 2020 Reinforcement Learning Journal Club: Apply to Join!
Founding a reinforcement learning journal club, welcome to join!
natural language
Fall 2020 NLP Journal Club: Apply to Join!
Founding a Deep NLP journal club for women in AI.
processing journal club
Fall 2020 NLP Journal Club: Apply to Join!
Founding a Deep NLP journal club for women in AI.
meta-learning
Meta-learning Research Overview and Paper Group
Research overview of meta-learning by researcher and institution.
presentation
Optic Flow and PWC-Net
Presentation on optic flow, PWC-Net, and a possible application to birds and mice for Janelia
unfinished-thoughts
Update 1
Thoughts on Montreal after the Bay Area
vision transformers
Papers for Vision Transformers (ViT) and Mechanistic Interpretability
Papers that give context when exploring mechanistic interpretability on vision transformers.