98 citations
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR10 papers
- Université Paris-SaclayFR8 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Centre Inria de SaclayFR2 papers
- ChaLearn2 papers
- Computer Vision Center2 papers
- Électricité de France (France)FR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Laboratoire Interdisciplinaire de PhysiqueFR2 papers
- Universitat de BarcelonaES2 papers
- Université Grenoble AlpesFR2 papers
- Université Paris-SudFR2 papers
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cs.LG2022
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results
Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz +6
We present the design and baseline results for a new challenge in the ChaLearn meta-learning series, accepted at NeurIPS'22, focusing on "cross-domain" meta-learning. Meta-learning…
cs.LG2022
LTU Attacker for Membership Inference
Joseph Pedersen, Rafael Muñoz-Gómez, Jiangnan Huang +3
We address the problem of defending predictive models, such as machine learning classifiers (Defender models), against membership inference attacks, in both the black-box and white…
cs.CV2022★ 2 cited
OmniPrint: A Configurable Printed Character Synthesizer
Haozhe Sun, Wei-Wei Tu, Isabelle Guyon
We introduce OmniPrint, a synthetic data generator of isolated printed characters, geared toward machine learning research. It draws inspiration from famous datasets such as MNIST,…