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Workshop
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Deep Clustering with Associative Memories
Bishwajit Saha · Dmitry Krotov · Mohammed Zaki · Parikshit Ram
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Workshop
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Understanding Factual Recall in Transformers via Associative Memories
Eshaan Nichani · Jason Lee · Alberto Bietti
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Workshop
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Sat 15:15
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Understanding Factual Recall in Transformers via Associative Memories
Eshaan Nichani · Jason Lee · Alberto Bietti
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Poster
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Wed 16:30
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Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
Jerry Yao-Chieh Hu · Dennis Wu · Han Liu
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Workshop
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Sun 16:30
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Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
Bao Pham · Gabriel Raya · Matteo Negri · Mohammed Zaki · Luca Ambrogioni · Dmitry Krotov
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Workshop
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Neuron-Astrocyte Associative Memory
Leo Kozachkov · Jean-Jacques Slotine · Dmitry Krotov
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Workshop
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Sun 13:35
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Bao Pham: Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
Bao Pham · Gabriel Raya · Matteo Negri · Mohammed Zaki · Luca Ambrogioni · Dmitry Krotov
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Workshop
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Storing overlapping associative memories on latent manifolds in low-rank spiking networks
William F. Podlaski · Christian Machens
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Poster
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Wed 11:00
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Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
Yibo Jiang · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam
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Poster
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Fri 11:00
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Dense Associative Memory Through the Lens of Random Features
Benjamin Hoover · Duen Horng Chau · Hendrik Strobelt · Parikshit Ram · Dmitry Krotov
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Workshop
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Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
Yibo Jiang · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam
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Workshop
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Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
Satyananda Kashyap · Niharika DSouza · Luyao Shi · Ken C. L. Wong · Hongzhi Wang · Tanveer Syeda-Mahmood
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