Shivam Pande

According to our database, Shivam Pande authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques.

Shivam Pande

CoRR, 2024

Domain Adaptive 3D Shape Retrieval from Monocular Images.

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks.

Shivam Pande, Biplab Banerjee

Neural Networks, July, 2023

Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests.

Shivam Pande

CoRR, 2023

Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment.

Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu

CoRR, 2023

Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck.

Jayesh Songara, Shivam Pande, Shabnam Choudhury, Biplab Banerjee, Rajbabu Velmurugan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View Assignment^CRediT.

Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Feedback Convolution Based Autoencoder for Dimensionality Reduction in Hyperspectral Images.

Shivam Pande, Biplab Banerjee

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework.

Advait Kumar, Dipesh Tamboli, Shivam Pande, Biplab Banerjee

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Adaptive hybrid attention network for hyperspectral image classification.

Shivam Pande, Biplab Banerjee

Pattern Recognit. Lett., 2021

Bidirectional GRU Based Autoencoder for Dimensionality Reduction in Hyperspectral Images.

Shivam Pande, Biplab Banerjee

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Attention Based Convolution Autoencoder for Dimensionality Reduction in Hyperspectral Images.

Shivam Pande, Biplab Banerjee

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Two Headed Dragons: Multimodal Fusion And Cross Modal Transactions.

Rupak Bose, Shivam Pande, Biplab Banerjee

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Deep-Learning-Based Approach for Estimation of Fractional Abundance of Nitrogen in Soil From Hyperspectral Data.

Ajay Kumar Patel, Jayanta Kumar Ghosh, Shivam Pande, Sameer Usmangani Sayyad

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Dimensionality Reduction Using 3D Residual Autoencoder for Hyperspectral Image Classification.

Shivam Pande, Biplab Banerjee

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

MT-UNET: A Novel U-Net Based Multi-Task Architecture For Visual Scene Understanding.

Ankit Jha, Awanish Kumar, Shivam Pande, Biplab Banerjee, Subhasis Chaudhuri

Proceedings of the IEEE International Conference on Image Processing, 2020

FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification.

Satyam Mohla, Shivam Pande, Biplab Banerjee, Subhasis Chaudhuri

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

An Adversarial Approach to Discriminative Modality Distillation for Remote Sensing Image Classification.

Shivam Pande, Avinandan Banerjee, Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification.

Shivam Pande, Biplab Banerjee, Aleksandra Pizurica

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019