Nassim Ait Ali Braham

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Supervised Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiaoxiang Zhu
Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Amine Boulemtafes, Abdelouahid Derhab, Nassim Ait Ali Braham, Yacine Challal
Privacy-preserving remote deep-learning-based inference under constrained client-side environment. J. Ambient Intell. Humaniz. Comput. 14 (1) (2023)
Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery. NeurIPS (2023)
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
DeCUR: decoupling common & unique representations for multimodal self-supervision. CoRR (2023)
Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment. CoRR (2023)
Shahriar Kabir, Nassim Ait Ali Braham
SSL for Large-Scale Mining Site Segmentation. IGARSS (2023)
Ridvan Salih Kuzu, Leonardo Bagaglini, Yi Wang, Corneliu Octavian Dumitru, Nassim Ait Ali Braham, Giorgio Pasquali, Filippo Santarelli, Francesco Trillo, Sudipan Saha, Xiao Xiang Zhu
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery. CoRR (2023)
Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu
. IGARSS (2023)
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu
Self-supervised Learning in Remote Sensing: A Review. CoRR (2022)
Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
Self Supervised Learning for Few Shot Hyperspectral Image Classification. IGARSS (2022)
Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
Self Supervised Learning for Few Shot Hyperspectral Image Classification. CoRR (2022)
Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M. Albrecht, Xiao Xiang Zhu
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation. CoRR (2022)
Amine Boulemtafes, Abdelouahid Derhab, Nassim Ait Ali Braham, Yacine Challal
PReDIHERO - Privacy-Preserving Remote Deep Learning Inference based on Homomorphic Encryption and Reversible Obfuscation for Enhanced Client-side Overhead in Pervasive Health Monitoring. AICCSA (2021)