Recherche - Apprentissage de modèles visuels à partir de données massives Accéder directement au contenu

Filtrer vos résultats

317 résultats
Page :
triés par

LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening

 Zhong-Cheng Wu , Ting-Zhu Huang , Liang-Jian Deng , Jie Huang , Jocelyn Chanussot , et al.
IEEE Transactions on Image Processing, 2023, 32, pp.1640-1655. ⟨10.1109/TIP.2023.3247165⟩
Article dans une revue hal-04473781v1

Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding

 Junjie Wang , Wei Li , Mengmeng Zhang , Jocelyn Chanussot
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5626112:1-12. ⟨10.1109/TGRS.2023.3333401⟩
Article dans une revue hal-04473702v1

Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network

 Junjie Wang , Wei Li , Mengmeng Zhang , Ran Tao , Jocelyn Chanussot
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5615312:1-12. ⟨10.1109/TGRS.2023.3295797⟩
Article dans une revue hal-04473673v1

GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution

 Ran Ran , Liang-Jian Deng , Tai-Xiang Jiang , Jin-Fan Hu , Jocelyn Chanussot , et al.
IEEE Transactions on Cybernetics, 2023, 53 (7), pp.4148-4161. ⟨10.1109/TCYB.2023.3238200⟩
Article dans une revue hal-04473668v1

Incremental Land Cover Classification via Label Strategy and Adaptive Weights

 Bo Ren , Zhao Wang , Biao Hou , Bo Liu , Zitong Wu , et al.
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5624015:1-15. ⟨10.1109/TGRS.2023.3327379⟩
Article dans une revue hal-04473575v1

LGNet: Location-Guided Network for Road Extraction From Satellite Images

 Jingtao Hu , Junyu Gao , Yuan Yuan , Jocelyn Chanussot , Qi Wang
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5619112:1-12. ⟨10.1109/TGRS.2023.3305031⟩
Article dans une revue hal-04473563v1

Dynamic Hyperspectral Pansharpening CNNs

 Lin He , Dahan Xi , Jun Li , Honghao Lai , Antonio Plaza , et al.
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5504819:1-19. ⟨10.1109/TGRS.2023.3250621⟩
Article dans une revue hal-04473524v1

Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification

 Bobo Xi , Jiaojiao Li , Yunsong Li , Rui Song , Yuchao Xiao , et al.
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34 (11), pp.9337-9351. ⟨10.1109/TNNLS.2022.3158280⟩
Article dans une revue hal-04473451v1

A Triple-Double Convolutional Neural Network for Panchromatic Sharpening

 Tian-Jiang Zhang , Liang-Jian Deng , Ting-Zhu Huang , Jocelyn Chanussot , Gemine Vivone
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34 (11), pp.9088-9101. ⟨10.1109/TNNLS.2022.3155655⟩
Article dans une revue hal-04473420v1
Image document

Covariance-Adaptive Least-Squares Algorithm for Stochastic Combinatorial Semi-Bandits

 Julien Zhou , Pierre Gaillard , Thibaud Rahier , Houssam Zenati , Julyan Arbel
2024
Pré-publication, Document de travail hal-04470568v1
Image document

Online Learning Approach for Survival Analysis

 Camila Fernandez , Pierre Gaillard , Joseph de Vilmarest , Olivier Wintenberger
2024
Pré-publication, Document de travail hal-04418099v1
Image document

DINOv2: Learning Robust Visual Features without Supervision

 Maxime Oquab , Timothée Darcet , Théo Moutakanni , Huy Vo , Marc Szafraniec , et al.
2024
Pré-publication, Document de travail hal-04376640v2
Image document

Aberration correction in transcranial ultrasonic imaging using CT data and simulation-based focusing algorithms

 Sylvain Chatillon , Arthur Waguet , Vincent Brulon , Ekaterina Iakovleva , Jean-Luc Gennisson
Journal of the Acoustical Society of America, 148 (4 (supp.)), pp.2485, 2020, ⟨10.1121/1.5146888⟩
N°spécial de revue/special issue hal-03096285v1
Image document

Fast Semi-supervised Unmixing using Non-convex Optimization

 Behnood Rasti , Alexandre Zouaoui , Julien Mairal , Jocelyn Chanussot
2024
Pré-publication, Document de travail hal-04409409v1
Image document

Vision Transformers Need Registers

 Timothée Darcet , Maxime Oquab , Julien Mairal , Piotr Bojanowski
Inria; Meta AI. 2023, pp.1-16
Rapport hal-04394066v1
Image document

Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing

 Alexandre Zouaoui , Gedeon Muhawenayo , Behnood Rasti , Jocelyn Chanussot , Julien Mairal
IEEE Transactions on Image Processing, 2023, 32, pp.4649 - 4663. ⟨10.1109/TIP.2023.3301769⟩
Article dans une revue hal-03788427v2
Image document

Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers

 Romain Menegaux , Emmanuel Jehanno , Margot Selosse , Julien Mairal
Transactions on Machine Learning Research Journal, 2023
Article dans une revue hal-04105101v2
Image document

Unlocking Pre-trained Image Backbones for Semantic Image Synthesis

 Tariq Berrada , Jakob Verbeek , Camille Couprie , Karteek Alahari
2023
Pré-publication, Document de travail hal-04381466v1
Image document

GloptiNets: Scalable Non-Convex Optimization with Certificates

 Gaspard Beugnot , Julien Mairal , Alessandro Rudi
NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New Orleans, United States. pp.1-21
Communication dans un congrès hal-04138843v2
Image document

The Relative Gaussian Mechanism and its Application to Private Gradient Descent

 Hadrien Hendrikx , Paul Mangold , Aurélien Bellet
2023
Pré-publication, Document de travail hal-04370596v1
Image document

Rethinking Gauss-Newton for learning over-parameterized models

 Michael Arbel , Romain Ménégaux , Pierre Wolinski
NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, La Nouvelle-Orléans, United States. pp.1-24
Communication dans un congrès hal-04362139v1
Image document

Guided Distillation for Semi-Supervised Instance Segmentation

 Tariq Berrada , Camille Couprie , Karteek Alahari , Jakob Verbeek
WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, Waikola, Hawaii, United States. pp.1-11
Communication dans un congrès hal-04341872v1
Image document

Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation

 Bruno Lecouat , Yann Dubois de Mont-Marin , Théo Bodrito , Julien Mairal , Jean Ponce
2023
Pré-publication, Document de travail hal-04337706v1
Image document

Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent

 Bianca Marin Moreno , Margaux Brégère , Pierre Gaillard , Nadia Oudjane
2023
Pré-publication, Document de travail hal-04302000v1

On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks

 Hubert Leterme , Kévin Polisano , Karteek Alahari , Valérie Perrier
Workshop ASCETE 2023 - Workshop pour l'association pour les orthoptéristes et les entomocénoticiens, Sylvain Meignen, Nov 2023, Grenoble, France
Communication dans un congrès hal-04286275v1
Image document

Learning goal-oriented agents with limited supervision

 Lina Mezghani
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM032⟩
Thèse tel-04266339v1
Image document

A Complex Wavelet Approach for Shift-Invariant Convolutional Neural Networks

 Hubert Leterme
Other [cs.OH]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM030⟩
Thèse tel-04262423v1
Image document

On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks

 Hubert Leterme , Kévin Polisano , Valérie Perrier , Karteek Alahari
2023
Pré-publication, Document de travail hal-03779434v2
Image document

On the evaluation and generalization of visual representations

 Mert Bülent Sariyildiz
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM026⟩
Thèse tel-04246476v1
Image document

deep PACO: Combining statistical models with deep learning for exoplanet detection and characterization in direct imaging at high contrast

 Olivier Flasseur , Théo Bodrito , Julien Mairal , Jean Ponce , Maud Langlois , et al.
2023
Pré-publication, Document de travail hal-04106501v2
Page :