Andrea Banino

Computer Science · Physical Sciences

9h-index1.7kcitations28works1.02yr avg
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Research Topics

Topic Modeling(7), Memory and Neural Mechanisms(7), Neural dynamics and brain function(6), Domain Adaptation and Few-Shot Learning(6), Neuroscience and Neuropharmacology Research(5)

Publications27 total

How Overconfidence in Initial Choices and Underconfidence Under Criticism Modulate Change of Mind in Large Language Models
ArXiv.org·2025Open Access
Transformers need glasses! Information over-squashing in language tasks
arXiv (Cornell University)·2024· 1 citedOpen Access
Synth$^2$: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings
arXiv (Cornell University)·2024· 3 citedOpen Access
Transformers need glasses! Information over-squashing in language tasks
2024
Using Forwards-Backwards Models to Approximate MDP Homomorphisms
arXiv (Cornell University)·2022· 3 citedOpen Access
The CLRS Algorithmic Reasoning Benchmark
arXiv (Cornell University)·2022· 5 citedOpen Access
The CLRS Algorithmic Reasoning Benchmark
ArXiv.org·2022· 7 citedOpen Access
Semantic Exploration from Language Abstractions and Pretrained Representations
arXiv (Cornell University)·2022· 16 citedOpen Access
Retrieval-Augmented Reinforcement Learning
arXiv (Cornell University)·2022· 6 citedOpen Access
Interpreting wide-band neural activity using convolutional neural networks
eLife·2021· 28 citedOpen Access
PonderNet: Learning to Ponder
arXiv (Cornell University)·2021· 3 citedOpen Access
CoBERL: Contrastive BERT for Reinforcement Learning
arXiv (Cornell University)·2021· 8 citedOpen Access
PonderNet: Learning to Ponder
arXiv (Cornell University)·2021· 21 citedOpen Access
Author response: Interpreting wide-band neural activity using convolutional neural networks
2021· 1 citedOpen Access
Towards mental time travel: a hierarchical memory for reinforcement learning agents
arXiv (Cornell University)·2021· 5 citedOpen Access
Towards mental time travel: a hierarchical memory for reinforcement\n learning agents
arXiv (Cornell University)·2021· 9 citedOpen Access
A model of egocentric to allocentric understanding in mammalian brains
2020· 51 citedOpen Access
Investigating memory: an intersection of neuroscience and artificial intelligence
UCL Discovery (University College London)·2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories
arXiv (Cornell University)·2020· 7 citedOpen Access
Deepinsight: a general framework for interpreting wide-band neural activity
2019· 8 cited
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Frequent Co-authors

Charles Blundell(11), Dharshan Kumaran(11), Caswell Barry(9), Razvan Pascanu(7), Demis Hassabis(6), Markus Frey(5), Sander Tanni(5), Catherine Perrodin(5), Alice O’Leary(5), Matthias Nau(5), Jack Kelly(5), Christian F. Doeller(5), Petar Veličković(5), Raia Hadsell(4), Adrià Puigdomènech Badia(4), Timothy Lillicrap(3), Martin J. Chadwick(3), Raphaël Koster(3), Daniel Bendor(3), Andrew K. Lampinen(3)