Why and how to measure exploration in behavioral space. - Charles Ollion; Stéphane Doncieux (GECCO, 2011)

With a little help from selection pressures: evolution of memory in robot controllers. - Charles Ollion; Tony Pinville; Stéphane Doncieux (ALIFE, 2012)

Emergence of memory in neuroevolution: impact of selection pressures. - Charles Ollion; Tony Pinville; Stéphane Doncieux (GECCO (Companion), 2012)

Towards Behavioral Consistency in Neuroevolution. - Charles Ollion; Stéphane Doncieux (SAB, 2012)

Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction. - Charles Corbière; Hédi Ben-Younes; Alexandre Ramé; Charles Ollion (ICCV Workshops, 2017)

OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation. - Alexandre Ramé; Emilien Garreau; Hedi Ben-Younes; Charles Ollion (CoRR, 2018)

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning. - Arthur Douillard; Matthieu Cord; Charles Ollion; Thomas Robert 001; Eduardo Valle (ECCV (20), 2020)

DistNet: Deep Tracking by Displacement Regression: Application to Bacteria Growing in the Mother Machine. - Jean Ollion; Charles Ollion (MICCAI (5), 2020)

Small-Task Incremental Learning. - Arthur Douillard; Matthieu Cord; Charles Ollion; Thomas Robert 001; Eduardo Valle (CoRR, 2020)

The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction. - Alice Martin 001; Charles Ollion; Florian Strub; Sylvain Le Corff; Olivier Pietquin (CoRR, 2020)

CORE: Color Regression for Multiple Colors Fashion Garments. - Alexandre Ramé; Arthur Douillard; Charles Ollion (CoRR, 2020)

Insights From the Future for Continual Learning. - Arthur Douillard; Eduardo Valle; Charles Ollion; Thomas Robert 001; Matthieu Cord (CVPR Workshops, 2021)

NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform. - Achille Thin; Yazid Janati El Idrissi; Sylvain Le Corff; Charles Ollion; Eric Moulines; Arnaud Doucet; Alain Durmus; Christian X. Robert (NeurIPS, 2021)

Joint self-supervised blind denoising and noise estimation. - Jean Ollion; Charles Ollion; Elisabeth Gassiat; Luc Lehéricy; Sylvain Le Corff (CoRR, 2021)

Learning Natural Language Generation from Scratch. - Alice Martin 001; Guillaume Quispe; Charles Ollion; Sylvain Le Corff; Florian Strub; Olivier Pietquin (CoRR, 2021)

CoRe: Color Regression for Multicolor Fashion Garments. - Alexandre Ramé; Arthur Douillard; Charles Ollion (CVPR Workshops, 2022)

Diffusion bridges vector quantized variational autoencoders. - Max Cohen; Guillaume Quispe; Sylvain Le Corff; Charles Ollion; Eric Moulines (ICML, 2022)

Learning Natural Language Generation with Truncated Reinforcement Learning. - Alice Martin 001; Guillaume Quispe; Charles Ollion; Sylvain Le Corff; Florian Strub; Olivier Pietquin (NAACL-HLT, 2022)