Search Results for author: Aleksei Timofeev

Found 4 papers, 3 papers with code

MOFI: Learning Image Representations from Noisy Entity Annotated Images

no code implementations13 Jun 2023 Wentao Wu, Aleksei Timofeev, Chen Chen, BoWen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jon Shlens, Xianzhi Du, Zhe Gan, Yinfei Yang

Further experiments on zero-shot and linear probe image classification also show that MOFI outperforms a CLIP model trained on the original image-text data, demonstrating the effectiveness of the I2E dataset in learning strong image representations.

Image Classification Image Retrieval +3

Graph-RISE: Graph-Regularized Image Semantic Embedding

1 code implementation14 Feb 2019 Da-Cheng Juan, Chun-Ta Lu, Zhen Li, Futang Peng, Aleksei Timofeev, Yi-Ting Chen, Yaxi Gao, Tom Duerig, Andrew Tomkins, Sujith Ravi

Learning image representations to capture fine-grained semantics has been a challenging and important task enabling many applications such as image search and clustering.

Clustering General Classification +4

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