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Lucas Caccia
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Online Continual Learning with Maximally Interfered Retrieval
R Aljundi*, L Caccia*, E Belilovsky*, M Caccia*, L Charlin, T Tuytelaars
NeurIPS 2019 **mind the Google Scholar citation bug**, 2019
301*2019
Language GANs Falling Short
M Caccia*, L Caccia*, W Fedus, H Larochelle, J Pineau, L Charlin
ICLR 2020, 2018
1442018
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
NeurIPS 2020, 2020
80*2020
Online learned continual compression with Adaptive Quantization Modules
L Caccia, E Belilovsky, M Caccia, J Pineau
ICML 2020, 2019
392019
Deep Generative Modeling of LiDAR Data
L Caccia, H van Hoof, A Courville, J Pineau
IROS 2019, 2018
272018
New Insights on Reducing Representation Drift in Online Continual Learning
L Caccia, R Aljundi, N Asadi, T Tuytelaars, J Pineau, E Belilovsky
ICLR 2022, 2021
12*2021
Clustering-Oriented Representation Learning with Attractive-Repulsive Loss
K Kenyon-Dean, A Cianflone, L Caccia, G Rabusseau, JCK Cheung, ...
AAAI 2019 Workshop on Network Interpretability for Deep Learning, 2018
102018
On Anytime Learning at Macroscale
L Caccia, J Xu, M Ott, MA Ranzato, L Denoyer
CoLLAs 2022, 2021
82021
SPeCiaL: Self-Supervised Pretraining for Continual Learning
L Caccia, J Pineau
IJCAI 2021, Workshop on Continual Semi-Supervised Learning, Best Paper Award, 2021
82021
Recurrent Value Functions
P Thodoroff, N Anand, L Caccia, D Precup, J Pineau
RLDM 2019, 2019
42019
Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning
E Belilovsky, L Leconte, L Caccia, M Eickenberg, E Oyallon
arXiv preprint arXiv:2106.06401, 2021
22021
Building a Subspace of Policies for Scalable Continual Learning
JB Gaya, T Doan, L Caccia, L Soulier, L Denoyer, R Raileanu
Decision Awareness in Reinforcement Learning Workshop at ICML 2022, 0
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Articles 1–12