Shivam Pande

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Dimensionality Reduction

Image Classification

Information Bottleneck

Top Venues

Publications

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam
Domain Adaptive 3D Shape Retrieval from Monocular Images. WACV (2024)
Shivam Pande
Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques. CoRR (2024)
Jayesh Songara, Shivam Pande, Shabnam Choudhury, Biplab Banerjee, Rajbabu Velmurugan
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck. CoRR (2023)
Jayesh Songara, Shivam Pande, Shabnam Choudhury, Biplab Banerjee, Rajbabu Velmurugan
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck. IGARSS (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)
Shivam Pande
Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests. CoRR (2023)
Shivam Pande, Biplab Banerjee
Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks. Neural Networks 164 (2023)
Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu
. IGARSS (2023)
Advait Kumar, Dipesh Tamboli, Shivam Pande, Biplab Banerjee
RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework. IGARSS (2022)
Advait Kumar, Dipesh Tamboli, Shivam Pande, Biplab Banerjee
RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework. CoRR (2022)
Shivam Pande, Biplab Banerjee
Feedback Convolution Based Autoencoder for Dimensionality Reduction in Hyperspectral Images. IGARSS (2022)
Shivam Pande, Biplab Banerjee
Adaptive hybrid attention network for hyperspectral image classification. Pattern Recognit. Lett. 144 (2021)
Rupak Bose, Shivam Pande, Biplab Banerjee
Two Headed Dragons: Multimodal Fusion and Cross Modal Transactions. CoRR (2021)
Rupak Bose, Shivam Pande, Biplab Banerjee
Two Headed Dragons: Multimodal Fusion And Cross Modal Transactions. ICIP (2021)
Shivam Pande, Biplab Banerjee
Attention Based Convolution Autoencoder for Dimensionality Reduction in Hyperspectral Images. IGARSS (2021)
Shivam Pande, Biplab Banerjee
Bidirectional GRU Based Autoencoder for Dimensionality Reduction in Hyperspectral Images. IGARSS (2021)
Satyam Mohla, Shivam Pande, Biplab Banerjee, Subhasis Chaudhuri
FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification. CVPR Workshops (2020)
Ajay Kumar Patel, Jayanta Kumar Ghosh, Shivam Pande, Sameer Usmangani Sayyad
Deep-Learning-Based Approach for Estimation of Fractional Abundance of Nitrogen in Soil From Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Ankit Jha, Awanish Kumar, Shivam Pande, Biplab Banerjee, Subhasis Chaudhuri
MT-UNET: A Novel U-Net Based Multi-Task Architecture For Visual Scene Understanding. ICIP (2020)
Shivam Pande, Biplab Banerjee
Dimensionality Reduction Using 3D Residual Autoencoder for Hyperspectral Image Classification. IGARSS (2020)
Shivam Pande, Avinandan Banerjee, Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri
An Adversarial Approach to Discriminative Modality Distillation for Remote Sensing Image Classification. ICCV Workshops (2019)
Shivam Pande, Biplab Banerjee, Aleksandra Pizurica
Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification. IbPRIA (1) (2019)