Research record
Publications
Higher-Order Fourier Neural Operator: Explicit Mode Mixer for Nonlinear PDEs
Colagrande, A., Caillon, P., Feillet, E., Allauzen, A.
Limits of Resolution Equivariance in Fourier Neural Operators
Colagrande, A., Caillon, P., Feillet, E., Allauzen, A.
Polynomial Mixing for Efficient Self-supervised Speech Recognition
Feillet, E., Whetten, R., Picard, D., Allauzen, A.
Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics
Colagrande, A., Caillon, P., Feillet, E., Allauzen, A.
Analysis and Recommendation Methods for Class-Incremental Learning
Feillet, E.
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning
Feillet, E., Popescu, A., & Hudelot, C.
Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy
Pégeot, T., Feillet, E., Popescu, A., Kucher, I., & Delezoide, B.
Recommendation of Data-free Class-Incremental Learning Algorithms by Simulating Future Data
Feillet, E., Popescu, A., & Hudelot, C.
An Analysis of Initial Training Strategies for Exemplar-free Class-Incremental Learning
Feillet, E., Petit, G., Soumm, M., Popescu, A., Delezoide, B., Picard, D., & Hudelot, C.
AdvisIL — A Class-Incremental Learning Advisor
Feillet, E., Petit, G., Popescu, A., Reyboz, M., & Hudelot, C.
Incremental Learning under Memory Constraints: A Scaling Heuristic for Deep Convolutional Models
Feillet, E., Petit, G., Popescu, A., Reyboz, M., & Hudelot, C.