Ulpu Remes
4 papers · 2016–2025 · 3 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Bayesian & Probabilistic
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Architectures
(1)
Cognitive Science
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Synthesis
(1)
Keywords
amortized inference
(2)
probabilistic modeling
(1)
statistical modeling
(1)
uncertainty quantification
(1)
speech enhancement
(1)
bayesian optimization
(1)
speech intelligibility
(1)
mixture model
(1)
simulation-based inference
(1)
bayesian non-parametric
(1)
noise adaptation
(1)
spectral tilt
(1)
speaker clustering
(1)
lombard speech
(1)
zero-resource speech
(1)
neural process
(1)
conditional neural process
(1)
syllable clustering
(1)
intelligibility enhancement
(1)
statistical mapping
(1)
Papers
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
AISTATS 2025
Practical Equivariances via Relational Conditional Neural Processes
NeurIPS 2023
Comparison of Non-Parametric Bayesian Mixture Models for Syllable Clustering and Zero-Resource Speech Processing
Interspeech 2017
The Use of Read versus Conversational Lombard Speech in Spectral Tilt Modeling for Intelligibility Enhancement in Near-End Noise Conditions
Interspeech 2016