Louis Mahon
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
β
The Questioner
Conferences
ACL (2)
AAAI (1)
ACML (1)
ICLR (1)
Top co-authors
Keywords
deep clustering
(2)
online clustering
(1)
human activity recognition
(1)
multimodal learning
(1)
video understanding
(1)
bayesian framework
(1)
video summarization
(1)
dialogue summarization
(1)
multimodal summarization
(1)
hard regularization
(1)
collapsed solution
(1)
modular approach
(1)
tv show summarization
(1)
scene detection
(1)
scientific presentation
(1)
abstract generation
(1)
scene boundary detection
(1)
video-to-text summarization
(1)
unsupervised learning
(1)
cluster collapse
(1)
Papers
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations
ACL 2025
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
AAAI 2024
A Modular Approach for Multimodal Summarization of TV Shows
ACL 2024
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
ICLR 2024
Efficient Deep Clustering of Human Activities and
How to Improve Evaluation
ACML 2022