Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations

Author:

Beal Josh1,Wu Hao-Yu1,Park Dong Huk1,Zhai Andrew1,Kislyuk Dmitry1

Affiliation:

1. Pinterest

Publisher

IEEE

Reference44 articles.

1. A large-scale study of representation learning with the visual task adaptation benchmark;zhai,2019

2. Learning a Unified Embedding for Visual Search at Pinterest

3. Aggregated Residual Transformations for Deep Neural Networks

4. Sampling Matters in Deep Embedding Learning

5. Attention is all you need;vaswani;NeurIPS,2017

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2. MultiBiSage;Proceedings of the VLDB Endowment;2022-12

3. ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest;Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2022-08-14

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