Search Results for author: Thalles Silva

Found 2 papers, 2 papers with code

Representation Learning via Consistent Assignment of Views over Random Partitions

1 code implementation NeurIPS 2023 Thalles Silva, Adín Ramírez Rivera

We extensively ablate our method and demonstrate that our proposed random partition pretext task improves the quality of the learned representations by devising multiple random classification tasks.

Copy Detection Image Retrieval +4

Representation Learning via Consistent Assignment of Views to Clusters

1 code implementation31 Dec 2021 Thalles Silva, Adín Ramírez Rivera

We introduce Consistent Assignment for Representation Learning (CARL), an unsupervised learning method to learn visual representations by combining ideas from self-supervised contrastive learning and deep clustering.

Clustering Contrastive Learning +4

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