Junya Chen
7 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
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
NeurIPS 2022
GO Hessian for Expectation-Based Objectives
AAAI 2021
Multi-Grained Knowledge Distillation for Named Entity Recognition
NAACL 2021
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer
NeurIPS 2021
Reconsidering Generative Objectives For Counterfactual Reasoning
NeurIPS 2020
On Fenchel Mini-Max Learning
NeurIPS 2019
Variational Annealing of GANs: A Langevin Perspective
ICML 2019