Maxime Bucher

Valeo (France) — France

Computer Science · Physical Sciences

9h-index1.9kcitations24works0.02yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(21), Multimodal Machine Learning Applications(9), COVID-19 diagnosis using AI(9), Advanced Image and Video Retrieval Techniques(6), Machine Learning and ELM(5)

Publications24 total

Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds
2021 International Conference on 3D Vision (3DV)·2021· 53 citedOpen Access
Handling new target classes in semantic segmentation with domain adaptation
Computer Vision and Image Understanding·2021Open Access
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Cloud.
arXiv (Cornell University)·2021· 1 citedOpen Access
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds
arXiv (Cornell University)·2021Open Access
BUDA: Boundless Unsupervised Domain Adaptation in Semantic Segmentation
arXiv (Cornell University)·2020· 3 citedOpen Access
Handling new target classes in semantic segmentation with domain\n adaptation
arXiv (Cornell University)·2020Open Access
DADA: Depth-Aware Domain Adaptation in Semantic Segmentation
2019· 9 citedOpen Access
Zero-Shot Semantic Segmentation
arXiv (Cornell University)·2019· 10 citedOpen Access
Semantic Bottleneck for Computer Vision Tasks
Lecture notes in computer science·2019· 14 citedOpen Access
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in\n Semantic Segmentation
arXiv (Cornell University)·2018· 1.4k citedOpen Access
Learning and exploiting semantic representations for image classification and retrieval
HAL (Le Centre pour la Communication Scientifique Directe)·2018Open Access
Apprentissage et exploitation de représentations sémantiques pour la classification et la recherche d'images
ZooKeys·2018Open Access
Semantic bottleneck for computer vision tasks
HAL (Le Centre pour la Communication Scientifique Directe)·2018Open Access
Zero-Shot Classification by Generating Artificial Visual Features
HAL (Le Centre pour la Communication Scientifique Directe)·2018· 5 citedOpen Access
Generating Visual Representations for Zero-Shot Classification
2017· 128 cited
Generating Visual Representations for Zero-Shot Classification
arXiv (Cornell University)·2017· 17 citedOpen Access
Generating Visual Representations for Zero-Shot Classification
arXiv (Cornell University)·2017Open Access
Hard Negative Mining for Metric Learning Based Zero-Shot Classification
HAL (Le Centre pour la Communication Scientifique Directe)·2016Open Access
Improving Semantic Embedding Consistency by Metric Learning for\n Zero-Shot Classification
arXiv (Cornell University)·2016Open Access
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification
HAL (Le Centre pour la Communication Scientifique Directe)·2016Open Access
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Frequent Co-authors

Stéphane Herbin(12), Frédéric Jurie(11), Tuan-Hung Vu(6), Matthieu Cord(6), Patrick Pérez(6), Björn Michele(3), Alexandre Boulch(3), Gilles Puy(3), Renaud Marlet(3), Himalaya Jain(2), Christophe Lallement(1), Christian Enz(1)