Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Pouget, Angéline"'
The goal of Fair Representation Learning (FRL) is to mitigate biases in machine learning models by learning data representations that enable high accuracy on downstream tasks while minimizing discrimination based on sensitive attributes. The evaluati
Externí odkaz:
http://arxiv.org/abs/2405.18161
Autor:
Pouget, Angéline, Beyer, Lucas, Bugliarello, Emanuele, Wang, Xiao, Steiner, Andreas Peter, Zhai, Xiaohua, Alabdulmohsin, Ibrahim
We study cultural and socioeconomic diversity in contrastive vision-language models (VLMs). Using a broad range of benchmark datasets and evaluation metrics, we bring to attention several important findings. First, the common filtering of training da
Externí odkaz:
http://arxiv.org/abs/2405.13777
Autor:
Hersche, Michael, Terzic, Aleksandar, Karunaratne, Geethan, Langenegger, Jovin, Pouget, Angéline, Cherubini, Giovanni, Benini, Luca, Sebastian, Abu, Rahimi, Abbas
Distributed sparse block codes (SBCs) exhibit compact representations for encoding and manipulating symbolic data structures using fixed-width vectors. One major challenge however is to disentangle, or factorize, the distributed representation of dat
Externí odkaz:
http://arxiv.org/abs/2303.13957
Autor:
Ignatov, Andrey, Byeoung-su, Kim, Timofte, Radu, Pouget, Angeline, Song, Fenglong, Li, Cheng, Xiao, Shuai, Fu, Zhongqian, Maggioni, Matteo, Huang, Yibin, Cheng, Shen, Lu, Xin, Zhou, Yifeng, Chen, Liangyu, Liu, Donghao, Zhang, Xiangyu, Fan, Haoqiang, Sun, Jian, Liu, Shuaicheng, Kwon, Minsu, Lee, Myungje, Yoo, Jaeyoon, Kang, Changbeom, Wang, Shinjo, Huang, Bin, Zhou, Tianbao, Liu, Shuai, Lei, Lei, Feng, Chaoyu, Huang, Liguang, Lei, Zhikun, Chen, Feifei
Image denoising is one of the most critical problems in mobile photo processing. While many solutions have been proposed for this task, they are usually working with synthetic data and are too computationally expensive to run on mobile devices. To ad
Externí odkaz:
http://arxiv.org/abs/2105.08629
Autor:
Pouget, Angeline, Ramesh, Sidharth, Giang, Maximilian, Chandrapalan, Ramithan, Tanner, Toni, Prussing, Moritz, Timofte, Radu, Ignatov, Andrey
AI-powered automatic camera scene detection mode is nowadays available in nearly any modern smartphone, though the problem of accurate scene prediction has not yet been addressed by the research community. This paper for the first time carefully defi
Externí odkaz:
http://arxiv.org/abs/2105.07869