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ATLAS: Learning to Optimally Memorize the Context at Test Time

ReferencesATLAS, arXiv 2025TL;DR - Test time context memorization to improve long-term context understandingIssues to solveLimited memory capacity of Transformers, and its fixed-size memory $\rightarrow$ Section 3.1Optimizing the memory only with respect to the last input during online training $\rightarrow$ Section 3.2 ATLAS introduces a novel memory-augmented Transformer framework that learns ..

ML and DL 2025.06.05
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Presentation, vision transfomer, Adapter, Diffusion model, Language Model, conditional diffusion, vision-language model, dense prediction, efficient computing, benchmark dataset, transformer, group study,

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