Wanmo Kang
11 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🏆 Grand Slam
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Keyword Collector
(54)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(7)
Models
(6)
Optimization & Theory
(4)
Computer Vision
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Generation
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Keywords
diffusion model
(5)
image generation
(3)
generative model
(3)
score-based model
(2)
online learning
(1)
density estimation
(1)
representation learning
(1)
neural network optimization
(1)
conditional generation
(1)
loss landscape
(1)
fair classification
(1)
maximum likelihood
(1)
label noise
(1)
maximum likelihood estimation
(1)
matrix rank
(1)
score matching
(1)
dropout regularization
(1)
score estimation
(1)
knowledge distillation
(1)
image classification
(1)
Papers
Distilling Dataset into Neural Field
ICLR 2025
Diffusion Rejection Sampling
ICML 2024
Label-Noise Robust Diffusion Models
ICLR 2024
Training Unbiased Diffusion Models From Biased Dataset
ICLR 2024
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
ICML 2023
SAAL: Sharpness-Aware Active Learning
ICML 2023
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
NeurIPS 2022
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation
ICML 2022
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
AAAI 2021
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
ICML 2021
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models
ICLR 2020