Michaël Soumm
4 papers · 2023–2026 · 2 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
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
continual learning
(1)
catastrophic forgetting
(1)
self-supervised learning
(1)
class-incremental learning
(1)
text-to-image generation
(1)
flow matching
(1)
face verification
(1)
generative model
(1)
diffusion model
(1)
pre-trained model
(1)
generative adversarial network
(1)
denoising process
(1)
exemplar-free learning
(1)
user profiling
(1)
demographic bia
(1)
face generation
(1)
synthetic identity
(1)
point of interest
(1)
visit recommendation
(1)
tourist dataset
(1)
Papers
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
AAAI 2026
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification
WACV 2025
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning
WACV 2024
Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation
WACV 2023