Le Fang
8 papers · 2017–2022 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (5) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π
Keyword Champion
Conferences
EMNLP (2)
CVPR (1)
ECCV (1)
ICCV (1)
ICML (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
latent variable model
(2)
variational autoencoder
(2)
text generation
(2)
catastrophic forgetting
(2)
style transfer
(2)
posterior collapse
(2)
mutual information
(2)
bethe free energy
(1)
distributionally robust optimization
(1)
task distribution
(1)
domain shift
(1)
wasserstein gradient flow
(1)
word entropy
(1)
task sequence
(1)
memory replay
(1)
non-stationary data stream
(1)
kernel methods
(1)
imbalanced domain
(1)
task-free learning
(1)
aggregated posterior
(1)
Papers
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution
ICML 2022
Meta-Learning with Less Forgetting on Large-Scale Non-stationary Task Distributions
ECCV 2022
Learning To Learn and Remember Super Long Multi-Domain Task Sequence
CVPR 2022
Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness
ICCV 2021
Surprisal Predicts Code-Switching in Chinese-English Bilingual Text
EMNLP 2020
Implicit Deep Latent Variable Models for Text Generation
IJCNLP 2019
Implicit Deep Latent Variable Models for Text Generation
EMNLP 2019
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems
NIPS 2017