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A newer version of the Gradio SDK is available:
5.33.0
license: mit
title: The Other Tiger
sdk: gradio
sdk_version: 5.31.0
emoji: 👁
colorFrom: blue
colorTo: purple
pinned: true
The Other Tiger
tl;dr
Train on embeddings of media preferred by a specific user -> produce embeddings of media they may enjoy.
In our case here, we take the ECLIPSE text embedding -> image embedding prior (https://arxiv.org/abs/2312.04655) and finetune it to become a preferred image embeddings -> heldout image embedding prior.
Related work:
Patron et al. models preference using a diffusion prior and condition on user ids with ratings: https://arxiv.org/abs/2502.18477
Wang et al. models preference using a generator conditioned on averaged CLIP embeddings of users: https://arxiv.org/abs/2304.03516
My previous work based on Collaborative Filtering with CLIP embeddings: https://github.com/rynmurdock/generative_recommender