Miguel Sarabia
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird β The Questioner
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Learning Types
(4)
Deep Learning
(3)
Speech & Audio
(3)
Core AI
(3)
Core Methods
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Methods
(2)
Synthesis
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Keywords
source localization
(3)
spatial audio
(2)
preference-based reinforcement learning
(2)
sample efficiency
(1)
source separation
(1)
self-supervised learning
(1)
computational complexity
(1)
policy learning
(1)
human feedback
(1)
parallel computing
(1)
distance estimation
(1)
sound localization
(1)
reward function
(1)
input selectivity
(1)
multimodal retrieval
(1)
data augmentation
(1)
diffusion model
(1)
policy training
(1)
neural network training
(1)
contrastive learning
(1)
Papers
Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity
ICML 2025
Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? Itβs Complicated
AAAI 2024
Learning Spatially-Aware Language and Audio Embeddings
NeurIPS 2024
Novel-view Acoustic Synthesis From 3D Reconstructed Rooms
Interspeech 2024
DeepPCR: Parallelizing Sequential Operations in Neural Networks
NeurIPS 2023
Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards
CoRL 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
Interspeech 2023