Waffling around for Performance: Visual Classification with Random Words and Broad Concepts

Author:

Roth Karsten1,Kim Jae Myung1,Sophia Koepke A.1,Vinyals Oriol2,Schmid Cordelia3,Akata Zeynep1

Affiliation:

1. University of Tübingen,Tübingen AI Center

2. Google DeepMind

3. PSL Research University,Inria, Ecole Normale Supérieure, CNRS

Publisher

IEEE

Reference68 articles.

1. Exploring visual prompts for adapting large-scale models;Bahng,2022

2. Leaving reality to imagination: Robust classification via generated datasets;Bansal,2023

3. Synthetic and natural noise both break neural machine translation;Belinkov;ICLR,2018

4. Food-101 – Mining Discriminative Components with Random Forests

5. Language models are few-shot learners;Brown;NeurIPS,2020

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1. Embracing Diversity: Interpretable Zero-shot Classification Beyond One Vector Per Class;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03

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