Jean-Noël Vittaut
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7)
🗺️
Taxonomy Completionist
(25)
Conferences
NIPS (3)
EMNLP (2)
ACL (1)
Top co-authors
Keywords
neural field
(2)
partial differential equation
(2)
text classification
(2)
attention mechanism
(1)
in-context learning
(1)
prompt engineering
(1)
feature importance
(1)
model interpretability
(1)
gradient computation
(1)
diffusion model
(1)
latent representation
(1)
inverse problem
(1)
physics-informed neural network
(1)
operator learning
(1)
neural solver
(1)
low-rank adaptation
(1)
counterfactual explanation
(1)
parametric pde
(1)
concept bottleneck model
(1)
neural operator
(1)
Papers
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models
EMNLP 2025
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
NIPS 2024
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
NIPS 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations
EMNLP 2024
Operator Learning with Neural Fields: Tackling PDEs on General Geometries
NIPS 2023
Enhancing textual counterfactual explanation intelligibility through Counterfactual Feature Importance
ACL 2023