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Leo Feng
Leo Feng
Mila -- University of Montreal
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning
L Zintgraf, S Schulze, C Lu, L Feng, M Igl, K Shiarlis, Y Gal, K Hofmann, ...
[JMLR 2021] Journal of Machine Learning Research 22 (289), 1-39, 2021
316*2021
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning
L Zintgraf, L Feng, C Lu, M Igl, K Hartikainen, K Hofmann, S Whiteson
[ICML 2021] International Conference on Machine Learning, 2021
522021
Continuous-Time Meta-Learning with Forward Mode Differentiation
T Deleu, D Kanaa, L Feng, G Kerg, Y Bengio, G Lajoie, PL Bacon
[ICLR 2022 Spotlight] International Conference on Learning Representations, 2022
222022
Towards Better Selective Classification
L Feng, MO Ahmed, H Hajimirsadeghi, A Abdi
[ICLR 2023] International Conference on Learning Representations, 2023
21*2023
Latent Bottlenecked Attentive Neural Processes
L Feng, H Hajimirsadeghi, Y Bengio, MO Ahmed
[ICLR 2023] International Conference on Learning Representations, 2023
152023
Attention as an RNN
L Feng, F Tung, H Hajimirsadeghi, MO Ahmed, Y Bengio, G Mori
arXiv preprint arXiv:2405.13956, 2024
52024
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
L Feng, P Nouri, A Muni, Y Bengio, PL Bacon
[NeurIPS Workshop 2022] NeurIPS, Workshop on Machine Learning in Structural …, 2022
42022
VIABLE: Fast Adaptation via Backpropagating Learned Loss
L Feng, L Zintgraf, B Peng, S Whiteson
[NeurIPS Workshop 2019] NeurIPS, Third Workshop on Meta-Learning, 2019
32019
Generative Active Learning for the Search of Small-molecule Protein Binders
M Korablyov, CH Liu, M Jain, AM van der Sloot, E Jolicoeur, E Ruediger, ...
arXiv preprint arXiv:2405.01616, 2024
22024
Memory Efficient Neural Processes via Constant Memory Attention Block
L Feng, F Tung, H Hajimirsadeghi, Y Bengio, MO Ahmed
[ICML 2024] International Conference on Machine Learning, 2024
2*2024
Adaptive teachers for amortized samplers
M Kim, S Choi, T Yun, E Bengio, L Feng, J Rector-Brooks, S Ahn, J Park, ...
arXiv preprint arXiv:2410.01432, 2024
2024
Were RNNs All We Needed?
L Feng, F Tung, MO Ahmed, Y Bengio, H Hajimirsadegh
arXiv preprint arXiv:2410.01201, 2024
2024
Tree Cross Attention
L Feng, F Tung, H Hajimirsadeghi, Y Bengio, MO Ahmed
[ICLR 2024] International Conference on Learning Representations, 2024
2024
Selective classification with alternate selection mechanism
L Feng, MO Ahmed, H Hajimirsadeghi, A Abdi
US Patent App. 18/316,105, 2023
2023
Efficient Queries Transformer Neural Processes
L Feng, H Hajimirsadeghi, Y Bengio, MO Ahmed
[NeurIPS Workshop 2022] NeurIPS, Workshop on Meta-Learning, 2022
2022
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