Emmanuel Dellandrea

Emmanuel Dellandrea

École Centrale de Lyon

H-index: 28

Europe-France

About Emmanuel Dellandrea

Emmanuel Dellandrea, With an exceptional h-index of 28 and a recent h-index of 18 (since 2020), a distinguished researcher at École Centrale de Lyon, specializes in the field of Computer Vision, Machine Learning, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Cell-free latent go-explore

FruitBin: a large-scale fruit bin picking dataset tunable over occlusion, camera pose and scenes for 6D pose estimation

PickSim: A dynamically configurable Gazebo pipeline for robotic manipulation

FruitBin: A tunable large-scale dataset for advancing 6D Pose estimation in fruit bin picking automation

When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset

Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries

Learning Less Generalizable Patterns for Better Test-Time Adaptation

Emmanuel Dellandrea Information

University

Position

Associate Professor

Citations(all)

2712

Citations(since 2020)

1403

Cited By

1825

hIndex(all)

28

hIndex(since 2020)

18

i10Index(all)

49

i10Index(since 2020)

30

Email

University Profile Page

École Centrale de Lyon

Google Scholar

View Google Scholar Profile

Emmanuel Dellandrea Skills & Research Interests

Computer Vision

Machine Learning

Robotics

Top articles of Emmanuel Dellandrea

Title

Journal

Author(s)

Publication Date

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

arXiv preprint arXiv:2402.09844

Quentin Gallouédec

Edward Beeching

Clément Romac

Emmanuel Dellandréa

2024/2/15

Cell-free latent go-explore

Quentin Gallouédec

Emmanuel Dellandréa

2023/7/3

FruitBin: a large-scale fruit bin picking dataset tunable over occlusion, camera pose and scenes for 6D pose estimation

Guillaume Duret

Mahmoud Ali

Nicolas Cazin

Alexandre Chapin

Florence Zara

...

2023/6/8

PickSim: A dynamically configurable Gazebo pipeline for robotic manipulation

Guillaume Duret

Nicolas Cazin

Mahmoud Ali

Florence Zara

Emmanuel Dellandréa

...

2023/5/29

FruitBin: A tunable large-scale dataset for advancing 6D Pose estimation in fruit bin picking automation

Guillaume Duret

ALI Mahmoud

NICOLAS CAZIN

Alexandre Chapin

Florence Zara

...

2023/10/13

When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset

Rui Yang

Matthieu Grard

Emmanuel Dellandréa

Liming Chen

2023/2/19

Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries

Rui Yang

Matthieu Grard

Emmanuel Dellandréa

Liming Chen

2023/10/4

Learning Less Generalizable Patterns for Better Test-Time Adaptation

Thomas Duboudin

Emmanuel Dellandréa

Corentin Abgrall

Gilles Hénaff

Liming Chen

2023/2/19

Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning

Rui Yang

Emmanuel Dellandréa

Liming Chen

Matthieu Grard

2023/10/4

Learning Less Generalizable Patterns with an Asymmetrically Trained Double Classifier for Better Test-Time Adaptation

arXiv preprint arXiv:2210.09834

Thomas Duboudin

Emmanuel Dellandréa

Corentin Abgrall

Gilles Hénaff

Liming Chen

2022/10/17

Look beyond bias with entropic adversarial data augmentation

Thomas Duboudin

Emmanuel Dellandréa

Corentin Abgrall

Gilles Hénaff

Liming Chen

2022/8/21

Against Amnesic Robots: a Developmental Bayesian Optimization Framework enhanced with Past Experiences and Knowledge from Long-Term Memory

Maxime Petit

Emmanuel Dellandréa

Liming Chen

2021/3/31

Encouraging intra-class diversity through a reverse contrastive loss for single-source domain generalization

Thomas Duboudin

Emmanuel Dellandréa

Corentin Abgrall

Gilles Hénaff

Liming Chen

2021

panda-gym: Open-source goal-conditioned environments for robotic learning

arXiv preprint arXiv:2106.13687

Quentin Gallouédec

Nicolas Cazin

Emmanuel Dellandréa

Liming Chen

2021/6/25

SIMULATED FRANKA EMIKA PANDA ROBOT

arXiv preprint arXiv:2106.13687

Quentin Gallouédec

Nicolas Cazin

Emmanuel Dellandréa

Liming Chen

2021/6

Scoring graspability based on grasp regression for better grasp prediction

Amaury Depierre

Emmanuel Dellandréa

Liming Chen

2021/5/30

Bayesian optimization for developmental robotics with meta-learning by parameters bounds reduction

Maxime Petit

Emmanuel Dellandrea

Liming Chen

2020/10/26

Deep multicameral decoding for localizing unoccluded object instances from a single rgb image

International Journal of Computer Vision

Matthieu Grard

Emmanuel Dellandréa

Liming Chen

2020/5

See List of Professors in Emmanuel Dellandrea University(École Centrale de Lyon)

Co-Authors

H-index: 49
Liming Chen

Liming Chen

École Centrale de Lyon

H-index: 29
Xi Zhao

Xi Zhao

Xi'an Jiaotong University

H-index: 13
Yoann Baveye

Yoann Baveye

Université de Nantes

academic-engine