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A distillation based approach for the diagnosis of diseases


Aug 07, 2021
Hmrishav Bandyopadhyay, Shuvayan Ghosh Dastidar, Bisakh Mondal, Biplab Banerjee, Nibaran Das


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Two Headed Dragons: Multimodal Fusion and Cross Modal Transactions


Jul 24, 2021
Rupak Bose, Shivam Pande, Biplab Banerjee

* Accepted in IEEE International conference on Image Processing (ICIP), 2021 

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Federated Action Recognition on Heterogeneous Embedded Devices


Jul 18, 2021
Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji

* IEEE Transactions on Artificial Intelligence 2021 
* 13 pages, 12 figures 

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CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval


Apr 20, 2021
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu

* Accepted in Journal of Image and Vision Computing 

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Trusting small training dataset for supervised change detection


Apr 09, 2021
Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu


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Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification


Oct 25, 2020
Ayush Bhardwaj, Sakshee Pimpale, Saurabh Kumar, Biplab Banerjee

* Preprint. Under consideration at Pattern Recognition Letters 

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A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning


Oct 05, 2020
Ruchika Chavhan, Biplab Banerjee, Xiao Xiang Zhu, Subhasis Chaudhuri

* 8 pages, 21 figures Accepted at the International Conference on Pattern Recognition (ICPR) 2020 

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Multimodal Noisy Segmentation based fragmented burn scars identification in Amazon Rainforest


Sep 10, 2020
Satyam Mohla, Sidharth Mohla, Anupam Guha, Biplab Banerjee

* 5 pages, 5 figures. Accepted at IEEE International Conference on Systems, Man and Cybernetics 2020. Earlier draft presented at Harvard CRCS AI for Social Good Workshop 2020 

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A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images


Aug 12, 2020
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu


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Saliency-driven Class Impressions for Feature Visualization of Deep Neural Networks


Jul 31, 2020
Sravanti Addepalli, Dipesh Tamboli, R. Venkatesh Babu, Biplab Banerjee

* ICIP 2020 

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CognitiveCNN: Mimicking Human Cognitive Models to resolve Texture-Shape Bias


Jun 25, 2020
Satyam Mohla, Anshul Nasery, Biplab Banerjee, Subhasis Chaudhari

* 5 Pages; LaTeX; Published at ICLR 2020 Workshop on Bridging AI and Cognitive Science 

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Discriminative Dictionary Design for Action Classification in Still Images and Videos


Jun 06, 2020
Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria


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Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning


May 09, 2020
Omkar Gune, Mainak Pal, Preeti Mukherjee, Biplab Banerjee, Subhasis Chaudhuri


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Distilling Spikes: Knowledge Distillation in Spiking Neural Networks


May 01, 2020
Ravi Kumar Kushawaha, Saurabh Kumar, Biplab Banerjee, Rajbabu Velmurugan

* Preprint: Manuscript under review 

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Image-based phenotyping of diverse Rice (Oryza Sativa L.) Genotypes


Apr 06, 2020
Mukesh Kumar Vishal, Dipesh Tamboli, Abhijeet Patil, Rohit Saluja, Biplab Banerjee, Amit Sethi, Dhandapani Raju, Sudhir Kumar, R N Sahoo, Viswanathan Chinnusamy, J Adinarayana

* Paper presented at the ICLR 2020 Workshop on Computer Vision for Agriculture (CV4A) 

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LEt-SNE: A Hybrid Approach To Data Embedding and Visualization of Hyperspectral Imagery


Oct 19, 2019
Megh Shukla, Biplab Banerjee, Krishna Mohan Buddhiraju

* Currently under review: ICASSP 2020 

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Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification


Aug 28, 2019
Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri

* Preprint: Manuscript under revision 

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CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing


May 24, 2019
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu


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Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization


Aug 01, 2018
Akashdeep Goel, Biplab Banerjee, Aleksandra Pizurica

* Undergoing revision in GRSL 

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