Changmin Yu
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICLR (3)
NIPS (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
representation learning
(2)
gaussian process factor analysis
(2)
variational inference
(2)
reinforcement learning
(1)
gaussian process
(1)
value function
(1)
value function approximation
(1)
amortized inference
(1)
probabilistic model
(1)
latent variable model
(1)
probabilistic graphical model
(1)
latent variable
(1)
proximal policy optimization
(1)
exploration strategy
(1)
sparse reward
(1)
intrinsic reward
(1)
successor representation
(1)
policy representation
(1)
policy embedding
(1)
recognition model
(1)
Papers
Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
ICLR 2025
Successor-Predecessor Intrinsic Exploration
NIPS 2023
Unsupervised representation learning with recognition-parametrised probabilistic models
AISTATS 2023
Structured Recognition for Generative Models with Explaining Away
NIPS 2022
Learning State Representations via Retracing in Reinforcement Learning
ICLR 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