Guillaume Couairon
7 papers · 2022–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(6)
Models
(5)
Machine Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Generation
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
transformer architecture
(1)
continual learning
(1)
catastrophic forgetting
(1)
zero-shot learning
(1)
image segmentation
(1)
transfer learning
(1)
multimodal learning
(1)
vision-language alignment
(1)
cross-modal learning
(1)
image editing
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
parameter sharing
(1)
multi-objective learning
(1)
generative model
(1)
diffusion model
(1)
cross-modal alignment
(1)
foundation model
(1)
latent space
(1)
generative adversarial network
(1)
Papers
DiffEdit: Diffusion-based semantic image editing with mask guidance
ICLR 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
NeurIPS 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models
ICCV 2023
Zero-Shot Spatial Layout Conditioning for Text-to-Image Diffusion Models
ICCV 2023
DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion
CVPR 2022
FLAVA: A Foundational Language and Vision Alignment Model
CVPR 2022
FlexIT: Towards Flexible Semantic Image Translation
CVPR 2022