3 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval
François Gardères, Shizhe Chen, Camille-Sovanneary Gauthier +1
The composed image retrieval (CIR) task is to retrieve target images given a reference image and a modification text. Recent methods for CIR leverage large pretrained vision-langua…
UniRank: Unimodal Bandit Algorithm for Online Ranking
Camille-Sovanneary Gauthier, Romaric Gaudel, Elisa Fromont
We tackle a new emerging problem, which is finding an optimal monopartite matching in a weighted graph. The semi-bandit version, where a full matching is sampled at each iteration,…
Position-Based Multiple-Play Bandits with Thompson Sampling
Camille-Sovanneary Gauthier, Romaric Gaudel, Elisa Fromont
Multiple-play bandits aim at displaying relevant items at relevant positions on a web page. We introduce a new bandit-based algorithm, PB-MHB, for online recommender systems which…