Louis Mahon
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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The Questioner
📈
Trend Setter
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Core Methods
(3)
Natural Language Processing
(2)
Generation · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Generation · Computer Vision
(1)
Models
(1)
Keywords
deep clustering
(2)
representation learning
(1)
online clustering
(1)
human activity recognition
(1)
multimodal learning
(1)
video understanding
(1)
bayesian framework
(1)
latent variable
(1)
disentangled representation
(1)
video summarization
(1)
wearable sensor
(1)
variational autoencoder
(1)
total correlation
(1)
dialogue summarization
(1)
generative capability
(1)
multimodal summarization
(1)
hard regularization
(1)
collapsed solution
(1)
modular approach
(1)
tv show summarization
(1)
Papers
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations
ACL 2025
αTC-VAE: On the relationship between Disentanglement and Diversity
ICLR 2024
A Modular Approach for Multimodal Summarization of TV Shows
ACL 2024
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
AAAI 2024
Efficient Deep Clustering of Human Activities and
How to Improve Evaluation
ACML 2022