James J DiCarlo
7 papers · 2013–2023 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (10) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(20)
π§¬
Topic Evolution
π₯
Unstoppable
(6)
β
The Questioner
Conferences
NIPS (7)
Top co-authors
Keywords
convolutional neural network
(3)
object recognition
(2)
adversarial perturbation
(2)
adversarial robustness
(2)
recurrent neural network
(2)
computer vision
(1)
neural network optimization
(1)
contrastive learning
(1)
self-supervised learning
(1)
human perception
(1)
robust optimization
(1)
real-time learning
(1)
neural network model
(1)
neural population
(1)
hierarchical modular optimization
(1)
ventral stream
(1)
object classification
(1)
representation dissimilarity matrix
(1)
hierarchical optimization
(1)
visual perception
(1)
Papers
Strong and Precise Modulation of Human Percepts via Robustified ANNs
NIPS 2023
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
NIPS 2022
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
NIPS 2021
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
NIPS 2020
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
NIPS 2019
Task-Driven Convolutional Recurrent Models of the Visual System
NIPS 2018
Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream
NIPS 2013