Jean-Christophe Pesquet
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Learning Paradigms
(2)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Techniques
(1)
Keywords
few-shot learning
(3)
transductive inference
(2)
sequence modeling
(1)
image classification
(1)
zero-shot learning
(1)
semantic segmentation
(1)
non-convex optimization
(1)
domain adaptation
(1)
natural language processing
(1)
temporal dynamics
(1)
transductive learning
(1)
hyperparameter learning
(1)
expectation maximization
(1)
class imbalance
(1)
time series
(1)
time series forecasting
(1)
minimum description length
(1)
proximal splitting
(1)
adversarial attack
(1)
dirichlet distribution
(1)
Papers
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning
CVPR 2025
Transductive Zero-Shot and Few-Shot CLIP
CVPR 2024
Proximal Splitting Adversarial Attack for Semantic Segmentation
CVPR 2023
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference
NeurIPS 2022
Sparsifying Networks via Subdifferential Inclusion
ICML 2021
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection
AAAI 2020