Le Fang
7 papers · 2017–2022 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
Top co-authors
Research topics
Machine Learning
(6)
Learning Types
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
catastrophic forgetting
(2)
variational inference
(1)
domain adaptation
(1)
style transfer
(1)
text generation
(1)
language modeling
(1)
bilingual text
(1)
mutual information
(1)
expectation propagation
(1)
stochastic process
(1)
bethe free energy
(1)
distributionally robust optimization
(1)
latent variable model
(1)
variational autoencoder
(1)
task distribution
(1)
domain shift
(1)
wasserstein gradient flow
(1)
posterior collapse
(1)
word entropy
(1)
task sequence
(1)
Papers
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution
ICML 2022
Learning To Learn and Remember Super Long Multi-Domain Task Sequence
CVPR 2022
Meta-Learning with Less Forgetting on Large-Scale Non-stationary Task Distributions
ECCV 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
EMNLP 2019
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems
NeurIPS 2017