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Nicolas Dufour

17 papers hereh-index 7209 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author11
  • last author1

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedE.T. the Exceptional Trajectories: Text-to-camera-trajectory generation with character awareness

1 citations · 4 across the 16 of their papers we have counts for

collaborators
Showing 2025 · cs.CVShow all

3 papers · 2 filters

cs.CV2025

MIRO: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency

Nicolas Dufour, Lucas Degeorge, Arijit Ghosh +2

The default paradigm of post-training text-to-image generators includes post-hoc selection of generated images, and subsequent training with one reward model to align the generator…

cs.CV2025

Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance

Luc Boudier, Loris Manganelli, Eleftherios Tsonis +2

Few-shot image classification remains challenging due to the limited availability of labeled examples. Recent approaches have explored generating synthetic training data using text…

cs.CV2025

How far can we go with ImageNet for Text-to-Image generation?

L. Degeorge, A. Ghosh, N. Dufour +2

Recent text-to-image (T2I) generation models have achieved remarkable sucess by training on billion-scale datasets, following a `bigger is better' paradigm that prioritizes data qu…

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