Junya Chen
7 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (4)
AAAI (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
variational inference
(3)
contrastive learning
(2)
generative model
(2)
adversarial learning
(1)
probabilistic modeling
(1)
convex optimization
(1)
density estimation
(1)
knowledge distillation
(1)
data augmentation
(1)
named entity recognition
(1)
causal effect estimation
(1)
class imbalance
(1)
diffusion process
(1)
viterbi algorithm
(1)
likelihood estimation
(1)
maximum likelihood estimation
(1)
mutual information estimation
(1)
imbalanced learning
(1)
generative adversarial network
(1)
second-order method
(1)
Papers
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
NIPS 2022
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer
NIPS 2021
GO Hessian for Expectation-Based Objectives
AAAI 2021
Multi-Grained Knowledge Distillation for Named Entity Recognition
NAACL 2021
Reconsidering Generative Objectives For Counterfactual Reasoning
NIPS 2020
On Fenchel Mini-Max Learning
NIPS 2019
Variational Annealing of GANs: A Langevin Perspective
ICML 2019