Ari S. Morcos
8 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Optimization & Theory
(4)
Techniques
(4)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core Methods
(2)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
deep neural network
(2)
multimodal dataset
(2)
dataset pruning
(2)
convolutional neural network
(2)
reinforcement learning
(2)
class selectivity
(2)
batch normalization
(2)
semantic similarity
(1)
spatial representation
(1)
recurrent neural network
(1)
random feature
(1)
vision-language model
(1)
text embedding
(1)
clip model
(1)
zero-shot classification
(1)
residual network
(1)
generalization performance
(1)
neural network initialization
(1)
weight distribution
(1)
random initialization
(1)
Papers
Effective pruning of web-scale datasets based on complexity of concept clusters
ICLR 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
Emergence of Maps in the Memories of Blind Navigation Agents
ICLR 2023
Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs
ICLR 2021
Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs
ICLR 2021
Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP
ICLR 2020
The Early Phase of Neural Network Training
ICLR 2020
On the importance of single directions for generalization
ICLR 2018