Wanmo Kang
11 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (4)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Grand Slam
π₯
Unstoppable
(6)
π
Century Club
(11)
Conferences
ICML (5)
ICLR (4)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
image generation
(3)
diffusion model
(3)
generative model
(2)
score-based model
(2)
density estimation
(1)
neural network optimization
(1)
loss landscape
(1)
fair classification
(1)
maximum likelihood
(1)
maximum likelihood estimation
(1)
matrix rank
(1)
score estimation
(1)
regret bound
(1)
disentangled representation
(1)
acquisition function
(1)
normalizing flow
(1)
variational autoencoder
(1)
score-based diffusion
(1)
counterfactual fairness
(1)
implicit model
(1)
Papers
Distilling Dataset into Neural Field
ICLR 2025
Diffusion Rejection Sampling
ICML 2024
Training Unbiased Diffusion Models From Biased Dataset
ICLR 2024
Label-Noise Robust Diffusion Models
ICLR 2024
SAAL: Sharpness-Aware Active Learning
ICML 2023
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
ICML 2023
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation
ICML 2022
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
NIPS 2022
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
ICML 2021
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
AAAI 2021
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models
ICLR 2020