Search Results for author: Andrew Yuan

Found 3 papers, 1 papers with code

Future Lens: Anticipating Subsequent Tokens from a Single Hidden State

no code implementations8 Nov 2023 Koyena Pal, Jiuding Sun, Andrew Yuan, Byron C. Wallace, David Bau

More concretely, in this paper we ask: Given a hidden (internal) representation of a single token at position $t$ in an input, can we reliably anticipate the tokens that will appear at positions $\geq t + 2$?

Dropout Attacks

no code implementations4 Sep 2023 Andrew Yuan, Alina Oprea, Cheng Tan

DROPOUTATTACK attacks the dropout operator by manipulating the selection of neurons to drop instead of selecting them uniformly at random.

Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes

1 code implementation25 May 2022 Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach

We develop the first non-trivial lower bound on the worst-case error of the best map from attributes to classes for this setting, even with perfect attribute detectors.

Attribute Zero-Shot Learning

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