Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP

27 March 2024

Papers citing "Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP"

6 / 6 papers shown

Title
Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning Shibani Santurkar Yann Dubois Rohan Taori Percy Liang Tatsunori Hashimoto CLIP VLM 37 41 0 15 Jul 2022
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 121 1,915 0 29 Mar 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 386 1,103 0 17 Feb 2021
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 91 541 0 01 Jul 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 406 24,160 0 26 Jul 2019
Learning to generalize to new compositions in image understanding Yuval Atzmon Jonathan Berant Vahid Kezami Amir Globerson Gal Chechik 42 67 0 27 Aug 2016