Celine Hudelot
19 papers · 2017–2026 · 10 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Keyword Collector
(87)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(2)
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Century Club · Bronze
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Conference Pioneer
Venues
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Research topics
Machine Learning
(12)
Artificial Intelligence
(8)
Learning Types · Machine Learning
(7)
Core Methods
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Computer Vision
(3)
Analysis
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Learning Paradigms
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Learning Types · Deep Learning
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Resources & Methods
(3)
Application Areas
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Applications
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Optimization & Theory
(2)
Keywords
transfer learning
(4)
representation learning
(4)
class-incremental learning
(3)
self-supervised learning
(2)
domain adaptation
(2)
document retrieval
(2)
retrieval-augmented generation
(2)
exemplar-free learning
(2)
catastrophic forgetting
(1)
self-attention mechanism
(1)
continual learning
(1)
concept-based explanation
(1)
few-shot learning
(1)
feature learning
(1)
contrastive learning
(1)
model evaluation
(1)
preference alignment
(1)
semi-supervised learning
(1)
information retrieval
(1)
text classification
(1)
Papers
Interpreto: An Explainability Library for Transformers
ACL 2026
ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios
ACL 2026
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning
WACV 2025
ColPali: Efficient Document Retrieval with Vision Language Models
ICLR 2025
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
EMNLP 2025
LiFE-Net: Longitudinal information Fusion for Enhanced lesion detection in unsupervised learning contexts
MIDL 2025
NotMyNarrative at SemEval-2025 Task 10: Do Narrative Features Share Across Languages in Multilingual Encoder Models?
SemEval 2025
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning
WACV 2024
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
EMNLP 2024
AdvisIL - A Class-Incremental Learning Advisor
WACV 2023
Open-Set Likelihood Maximization for Few-Shot Learning
CVPR 2023
Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications
EMNLP 2023
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning
NAACL 2022
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)
IJCAI 2021
Active Learning for Imbalanced Datasets
WACV 2020
Autoregressive Unsupervised Image Segmentation
ECCV 2020
Controlling generative models with continuous factors of variations
ICLR 2020
Semi-Supervised Semantic Segmentation With Cross-Consistency Training
CVPR 2020
MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features
CVPR 2017