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cs.LG2026
Beyond Expression Similarity: Contrastive Learning Recovers Functional Gene Associations from Protein Interaction Structure
Jason Dury
The Predictive Associative Memory (PAM) framework posits that useful relationships often connect items that co-occur in shared contexts rather than items that appear similar in emb…
cs.LG2026
Predictive Associative Memory: Retrieval Beyond Similarity Through Temporal Co-occurrence
Jason Dury
Current approaches to memory in neural systems rely on similarity-based retrieval: given a query, find the most representationally similar stored state. This assumption -- that use…