Vinay Venkatesh Ramasesh
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Analysis
(1)
Applications · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
neural network
(2)
catastrophic forgetting
(2)
continual learning
(2)
representation learning
(2)
model evaluation
(1)
multimodal learning
(1)
sentiment classification
(1)
dynamical system
(1)
recurrent neural network
(1)
pre-trained model
(1)
multimodal model
(1)
visual understanding
(1)
orthogonal representation
(1)
chart understanding
(1)
benchmark analysis
(1)
vision-language evaluation
(1)
attractor manifold
(1)
benchmark evaluation
(1)
text classification
(1)
visual question answering
(1)
Papers
Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details
EMNLP 2024
Effect of scale on catastrophic forgetting in neural networks
ICLR 2022
Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics
ICLR 2021
The geometry of integration in text classification RNNs
ICLR 2021