Changmin Yu
7 papers · 2021–2025 · 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
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(4)
Reinforcement Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Methods
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Interdisciplinary
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Optimization & Theory
(1)
Science
(1)
Keywords
variational inference
(3)
gaussian process factor analysis
(3)
reinforcement learning
(2)
representation learning
(2)
fourier analysis
(1)
gaussian process
(1)
value function
(1)
continuous control
(1)
value function approximation
(1)
indian buffet process
(1)
state representation learning
(1)
amortized inference
(1)
probabilistic model
(1)
latent variable model
(1)
probabilistic graphical model
(1)
latent variable
(1)
world model
(1)
proximal policy optimization
(1)
exploration strategy
(1)
cycle consistency
(1)
Papers
Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
ICLR 2025
Successor-Predecessor Intrinsic Exploration
NeurIPS 2023
Unsupervised representation learning with recognition-parametrised probabilistic models
AISTATS 2023
Learning State Representations via Retracing in Reinforcement Learning
ICLR 2022
Structured Recognition for Generative Models with Explaining Away
NeurIPS 2022
What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator
AAAI 2022
Prediction and generalisation over directed actions by grid cells
ICLR 2021