Search Results for author: Ethan Shen

Found 4 papers, 2 papers with code

Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass

1 code implementation28 May 2024 Ethan Shen, Alan Fan, Sarah M Pratt, Jae Sung Park, Matthew Wallingford, Sham M. Kakade, Ari Holtzman, Ranjay Krishna, Ali Farhadi, Aditya Kusupati

We achieve this by feeding a superposition of the most recent token embeddings from the $k$ drafts as input to the next decoding step of the language model.

Code Completion Language Modelling

Are "Hierarchical" Visual Representations Hierarchical?

1 code implementation9 Nov 2023 Ethan Shen, Ali Farhadi, Aditya Kusupati

In this work, we set out to investigate if hierarchical visual representations truly capture the human perceived hierarchy better than standard learned representations.

Generative Visual Question Answering

no code implementations18 Jul 2023 Ethan Shen, Scotty Singh, Bhavesh Kumar

The current models lack temporal generalization which enables models to adapt to changes in future data.

Generative Visual Question Answering Question Answering +1

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