Ngoc Tran
4 papers · 2019–2025 · 4 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 · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Keywords
multi-task learning
(2)
variational inference
(1)
probabilistic inference
(1)
neural network optimization
(1)
weight perturbation
(1)
particle-based inference
(1)
conditional independence
(1)
multi-objective optimization
(1)
gradient norm
(1)
tropical geometry
(1)
molecular representation
(1)
markov equivalence
(1)
olfactory perception
(1)
stein variational gradient descent
(1)
gradient conflict
(1)
convolutional autoencoder
(1)
neural network
(1)
3d molecular structure
(1)
extreme value
(1)
odorant prediction
(1)
Papers
Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective
ICCV 2025
Stochastic Multiple Target Sampling Gradient Descent
NeurIPS 2022
Markov equivalence of max-linear Bayesian networks
UAI 2021
DeepNose: Using artificial neural networks to represent the space of odorants
ICML 2019