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Multi-Modal Learning for Video Understanding

Valentin Gabeur
Computer science. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM027⟩
Theses tel-04012915v1
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Self-taught Robots: Autonomous and Weakly-Supervised Learning for Robotic Manipulation

Minttu Alakuijala
Computer Science [cs]. ENS Paris - Ecole Normale Supérieure de Paris, 2022. English. ⟨NNT : ⟩
Theses tel-04001370v1
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On Inductive Biases for Machine Learning in Data Constrained Settings

Grégoire Mialon
Computer Science [cs]. Ecole Normale Supérieure (ENS), Paris, FRA., 2022. English. ⟨NNT : ⟩
Theses tel-03999078v1
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Learning Reward Functions for Robotic Manipulation by Observing Humans

Minttu Alakuijala , Gabriel Dulac-Arnold , Julien Mairal , Jean Ponce , Cordelia Schmid et al.
ICRA 2023 - IEEE International Conference on Robotics and Automation, May 2023, London, United Kingdom
Conference papers hal-03997549v1
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Beyond the Camera: Neural Networks in World Coordinates

Gunnar A Sigurdsson , Abhinav Gupta , Cordelia Schmid , Karteek Alahari
2020
Preprints, Working Papers, ... hal-03990556v1
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A Mirror Descent Approach for Mean Field Control applied to Demande-Side Management

Bianca Marin Moreno , Margaux Brégère , Pierre Gaillard , Nadia Oudjane
2023
Preprints, Working Papers, ... hal-03972660v1
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Exoplanet detection in angular differential imaging: combining a statistics-based learning with a deep-based learning for improved detections

Olivier Flasseur , Théo Bodrito , Julien Mairal , Jean Ponce , Maud Langlois et al.
SPIE Astronomical Telescopes + Instrumentation, Jul 2022, Montréal, Canada. pp.139, ⟨10.1117/12.2629849⟩
Conference papers hal-03988124v1
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Expression-preserving face frontalization improves visually assisted speech processing

Zhiqi Kang , Mostafa Sadeghi , Radu Horaud , Xavier Alameda-Pineda
International Journal of Computer Vision, 2023
Journal articles hal-03902610v2

Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing

Lianru Gao , Zhicheng Wang , Lina Zhuang , Haoyang Yu , Bing Zhang et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5504017. ⟨10.1109/TGRS.2021.3065990⟩
Journal articles hal-03932934v1

CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders

Lianru Gao , Zhu Han , Danfeng Hong , Bing Zhang , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, pp.5503914. ⟨10.1109/TGRS.2021.3064958⟩
Journal articles hal-03932918v1

Convolutional Neural Networks for Multimodal Remote Sensing Data Classification

Xin Wu , Danfeng Hong , Jocelyn Chanussot
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5517010. ⟨10.1109/TGRS.2021.3124913⟩
Journal articles hal-03932903v1

Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network

Yunsong Li , Yuxuan Zheng , Jiaojiao Li , Rui Song , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5538117. ⟨10.1109/TGRS.2022.3206880⟩
Journal articles hal-03932856v1

Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection

Ning Huyan , Xiangrong Zhang , Dou Quan , Jocelyn Chanussot , Licheng Jiao et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5531916. ⟨10.1109/TGRS.2022.3180548⟩
Journal articles hal-03932853v1

Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening

Lin He , Jinhua Xie , Jun Li , Antonio Plaza , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5534519. ⟨10.1109/TGRS.2022.3189624⟩
Journal articles hal-03932847v1

An Optimization Procedure for Robust Regression-Based Pansharpening

Marco Carpentiero , Gemine Vivone , Rocco Restaino , Paolo Addesso , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5410416. ⟨10.1109/TGRS.2022.3179105⟩
Journal articles hal-03932841v1

Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration

Na Liu , Wei Li , Ran Tao , Qian Du , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5530314. ⟨10.1109/TGRS.2022.3177719⟩
Journal articles hal-03932836v1

Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching

Dou Quan , Shuang Wang , Ning Huyan , Jocelyn Chanussot , Ruojing Wang et al.
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (8), pp.3372-3386. ⟨10.1109/TNNLS.2021.3052756⟩
Journal articles hal-03932827v1

ArbRPN: A Bidirectional Recurrent Pansharpening Network for Multispectral Images With Arbitrary Numbers of Bands

Lihui Chen , Zhibing Lai , Gemine Vivone , Gwanggil Jeon , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5406418. ⟨10.1109/TGRS.2021.3131228⟩
Journal articles hal-03932775v1

CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution

Lin He , Jiawei Zhu , Jun Li , Antonio Plaza , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5518821. ⟨10.1109/TGRS.2021.3132997⟩
Journal articles hal-03932762v1

Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion

Yuxuan Zheng , Jiaojiao Li , Yunsong Li , Jie Guo , Xianyun Wu et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5513315. ⟨10.1109/TGRS.2021.3108122⟩
Journal articles hal-03932750v1

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing

Behnood Rasti , Bikram Koirala , Paul Scheunders , Jocelyn Chanussot
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5522815. ⟨10.1109/TGRS.2022.3146904⟩
Journal articles hal-03932731v1

Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images

Jie Xie , Leyuan Fang , Bob Zhang , Jocelyn Chanussot , Shutao Li et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5611812. ⟨10.1109/TGRS.2021.3120891⟩
Journal articles hal-03932597v1

N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification

Chen Yang , Biao Hou , Jocelyn Chanussot , Yue Hu , Bo Ren et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5210516. ⟨10.1109/TGRS.2021.3099840⟩
Journal articles hal-03932552v1

Reconstruction Error-Based Decomposition Feature Selection for PolSAR Image

Chen Yang , Biao Hou , Xianpeng Guo , Bo Ren , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5216719. ⟨10.1109/TGRS.2021.3125323⟩
Journal articles hal-03932546v1

PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder

Chen Yang , Biao Hou , Qian Wu , Bo Ren , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5240917. ⟨10.1109/TGRS.2022.3228791⟩
Journal articles hal-03932528v1

Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability

Hongyi Liu , Youkang Lu , Zebin Wu , Qian Du , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5503515. ⟨10.1109/TGRS.2021.3064708⟩
Journal articles hal-03932433v1

Siamese Transformer Network for Hyperspectral Image Target Detection

Weiqiang Rao , Lianru Gao , Ying Qu , Xu Sun , Bing Zhang et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5526419. ⟨10.1109/TGRS.2022.3163173⟩
Journal articles hal-03932410v1

Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

Swalpa Kumar Roy , Purbayan Kar , Danfeng Hong , Xin Wu , Antonio Plaza et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5516619. ⟨10.1109/TGRS.2021.3120198⟩
Journal articles hal-03932363v1

Modality Translation in Remote Sensing Time Series

Xun Liu , Danfeng Hong , Jocelyn Chanussot , Baojun Zhao , Pedram Ghamisi et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5401614. ⟨10.1109/TGRS.2021.3079294⟩
Journal articles hal-03932345v1

Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net

Ying Qu , Hairong Qi , Chiman Kwan , Naoto Yokoya , Jocelyn Chanussot et al.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5507018. ⟨10.1109/TGRS.2021.3079518⟩
Journal articles hal-03932319v1