Shivam Pande and Biplab Banerjee.“Deep Learning and Hyperspectral Images.”Deep Learning for Multi-Sensor Earth Observation. Elsevier, 2025, pp. 87–123.
Debabrata Pal, Yogananda Jeppu, and Biplab Banerjee.“Few-shot Open-Set Recognition of Hyperspectral Images.”Advances in Machine Learning and Image Analysis for GeoAI. Elsevier, 2024, pp. 27–53.
Ankit Jha and Biplab Banerjee.“Self-Distillation with the New Paradigm in Multi-Task Learning.”Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems. Springer International Publishing, 2023, pp. 169–192.
Shabnam Choudhury and Biplab Banerjee.“Deep Learning: A Catalyst for Sustainable Agriculture Transformation.”Harnessing Data Science for Sustainable Agriculture and Natural Resource Management. Springer Nature Singapore, 2024, pp. 173–199.
Peer-reviewed journals
Uddeshya Singh; Aniket Thomas; Aishwarya Agarwal; Srikrishna Karanam; Biplab Banerjee.“GENIE: A Visual-Only Diffusion Framework for Task- Agnostic Image Transformation.”Transactions on Machine Learning Research (TMLR), 2026.
Shruthi Akkala; Tanisha Chawada; Saikat Dutta; Subhasis Chaudhuri; Biplab Banerjee.“SCOPE: Segmenting Common Objects with Prompt-conditioned Encoding and SAM Distillation.”Pattern Recognition Letters (Elsevier), 2026.
H. Aparna; Biplab Banerjee; Avik Hati.“A Contrastive Learning and Prototypical Alignment-based Crossmodal Remote Sensing Image Retrieval.”Expert Systems with Applications (Elsevier), 2026.
Saikat Dutta; Akhil Vasim; Hamid Rezatofeghi; Biplab Banerjee.“AerOSeg++: Scale-Aware and Texture-Guided Open-Vocabulary Segmentation with SAM Features for Remote Sensing Images.”ACM Transactions on Multimedia Computing, Communications, and Applications, 2026.
Samrat Mukherjee; Thivyanth Venkateswaran; Eric Nuertey Coleman; Luigi Quarantiello; Julio Hurtado; Vincenzo Lomonaco; Gemma Roig; Subhasis Chaudhuri; Biplab Banerjee.“PGO-BEN: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning.”Transactions on Machine Learning Research (TMLR), 2026.
Izzeddin Teeti; Aniket Thomas; Munish Monga; Sachin Kumar Giroh; Uddeshya Singh; Andrew Bradley; Biplab Banerjee; Fabio Cuzzolin.“ASTRA: A Scene-aware Transformer-based Model for Trajectory Prediction.”Transactions on Machine Learning Research (TMLR), 2025.
Shirsha Bose; Mainak Singha; Ankit Jha; Souradeep Mukhopadhyay; Biplab Banerjee.“Meta-Learning to Teach Semantic Prompts for Open Domain Generalization in Vision-Language Models.”Transactions on Machine Learning Research (TMLR), 2025.
Shabnam Choudhury; Pratham Kurkure; Biplab Banerjee.“Improving Visual Grounding in Remote Sensing Images with Adaptive Modality Guidance.”ISPRS Journal of Photogrammetry and Remote Sensing, Elsevier, 2025.
Ankit Jha; Mainak Singha; Avigyan Bhattacharya; Biplab Banerjee.“RS3Lip: Consistency for Remote Sensing Image Classification on Part Embeddings using Self-Supervised Learning and CLIP.”Computer Vision and Image Understanding (CVIU), Elsevier, 2024.
Ashwin Nair; Xingjian Li; Bhupendra Solanki; Souradeep Mukhopadhyay; Ankit Jha; Mostofa Rafid Uddin; Mainak Singha; Biplab Banerjee; Min Xu.“Towards molecular structure discovery from Cryo-ET density volumes via modeling auxiliary semantic prototypes.”Briefings in Bioinformatics, 2024.
Afsana Ahmed Munia; Moloud Abdar; Mehedi Hasan; Mohammad S. Jalali; Biplab Banerjee; Abbas Khosravi; Ibrahim Hossain; Huazhu Fu; Alejandro F. Frangi.“Attention-guided hierarchical fusion U-Net for uncertainty-driven medical image segmentation.”Information Fusion, 2024.
Swarnendu Sekhar Ghosh; Dipankar Mandal; Sandeep Kumar; Narayanarao Bhogapurapu; Biplab Banerjee; Paul Siqueira; Avik Bhattacharya.“An Evidence Modified Gaussian Process Classifier (EM-GPC) for crop classification using dual-polarimetric C- and L-band SAR data.”IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2024.
Shabnam Choudhury; Devansh Saini; Biplab Banerjee.“Boosting cross-modal retrieval in remote sensing via a novel unified attention network.”Neural Networks, Elsevier, 2024.
Valay Bundele; Mahesh Bhupati; Biplab Banerjee; Aditya Grover.“Scaling vision-and-language navigation with offline RL.”Transactions on Machine Learning Research (TMLR), 2024.
Vaishali Bhujade; Vijay Sambhe; Biplab Banerjee.“Digital image noise removal towards soybean and cotton plant disease using image processing filters.”Expert Systems with Applications, Elsevier, 2024.
Shirsha Bose; Ritesh Sur-Chowdhury; Debabrata Pal; Shivasish Bose; Biplab Banerjee; Subhasis Chaudhuri.“MultiScale probability map guided index pooling with attention-based learning for road and building segmentation.”ISPRS Journal of Photogrammetry and Remote Sensing, 2023.
Shirsha Bose; Ankit Jha; Hitesh Kandala; Biplab Banerjee.“Beyond boundaries: A novel data-augmentation discourse for open domain generalization.”Transactions on Machine Learning Research (TMLR), 2023.
Ankit Jha; Biplab Banerjee.“MDFS-Net: Multi-domain few-shot classification for hyperspectral images with support set reconstruction.”IEEE Transactions on Geoscience & Remote Sensing (TGRS), 2023.
Harshula Tulapurkar; Biplab Banerjee; Krishna Mohan Buddhiraju.“Multi-head attention with CNN and wavelet for classification of hyperspectral images.”Neural Computing and Applications, Springer, 2022.
Anwesh Mohanty; Biplab Banerjee; Rajbabu V.“SSMTReID-Net: Multi-Target Unsupervised Domain Adaptation for Person Re-Identification.”Pattern Recognition Letters (PRL), Elsevier, 2022.
Ushasi Chaudhuri; Subhadip Dey; Biplab Banerjee; Mihai Datcu; Avik Bhattacharya.“Inter-band Retrieval and Classification Using the Multi-labeled Sentinel-2 BigEarthNet Archive.”IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), IEEE, 2021.
Mani Shankar Dey; Ushasi Chaudhuri; Biplab Banerjee; Avik Bhattacharya.“Dual-Path Morph-UNet for Road and Building Segmentation from Satellite Images.”IEEE Geoscience & Remote Sensing Letters (GRSL), IEEE, 2021.
Abhinaba Roy; Biplab Banerjee; Amir Hossain; Soujanya Poria.“Discriminative Dictionary Design for Action Classification in Still Images and Videos.”Cognitive Computation, Springer, 2021.
Ayush Bhardwaj; Sakshee Pimpale; Saurabh Kumar; Biplab Banerjee.“Empowering Knowledge Distillation via Open Set Recognition for 3D Point Cloud Classification.”Pattern Recognition Letters (PRL), Elsevier, 2021.
Subhadip Dey; Ushasi Chaudhuri; Narayan Bhogapurapu; Juan Sanchez-Lopez; Biplab Banerjee; Avik Bhattacharya; Dipankar Mandal; Y. S. Rao.“Synergistic Use of TanDEM-X and Landsat-8 Data for Crop-type Classification and Monitoring.”IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), IEEE, 2021.
Ushasi Chaudhuri; Biplab Banerjee; Avik Bhattacharya; Mihai Datcu.“CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval.”Image and Vision Computing, Elsevier, 2020.
Subhadip Dey; Ushasi Chaudhuri; Dipankar Mandal; Avik Bhattacharya; Biplab Banerjee; Heather McNairn.“BiophyNet: A Regression Network for Joint Estimation of Crop Biophysical Parameters from SAR Data.”IEEE Geoscience & Remote Sensing Letters (GRSL), IEEE, 2020.
Ushasi Chaudhuri; Biplab Banerjee; Avik Bhattacharya; Mihai Datcu.“CMIR-NET: A Deep Learning Based Model for Cross-Modal Retrieval in Remote Sensing.”Pattern Recognition Letters, Elsevier, 2020.
Subhadip Dey; Dipankar Mandal; Laura Dingle Robertson; Biplab Banerjee; Vineet Kumar; Heather McNairn; Avik Bhattacharya; Y. S. Rao.“In-season crop classification using elements of the Kennaugh matrix derived from polarimetric RADARSAT-2 SAR data.”International Journal of Applied Earth Observation & Geoinformation, Elsevier, 2020.
Nagma Khan; Subhasis Chaudhuri; Biplab Banerjee.“Graph Convolutional Network for Multi-label VHR Remote Sensing Scene Recognition.”Neurocomputing, Elsevier, 2019.
Akashdeep Goel; Biplab Banerjee; Aleksandra Pizurica.“Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization.”IEEE Geoscience & Remote Sensing Letters (GRSL), IEEE, 2019.
Swati Gupta; Biplab Banerjee.“Unsupervised Event Detection using Self-Learning Based Max-Margin Clustering: Analysis on Streaming Tweets.”IETE Journal of Research, 2018.
Biplab Banerjee; Subhasis Chaudhuri.“Scene Recognition from Optical Remote Sensing Images Using Mid-Level Deep Feature Mining.”IEEE Geoscience & Remote Sensing Letters (GRSL), IEEE, 2018.
Abhinaba Roy; Biplab Banerjee; Vittorio Murino.“Discriminative Body Part Interaction Mining for Mid-Level Action Representation and Classification.”Journal of Visual Communication and Image Representation, Elsevier, 2018.
Biplab Banerjee; Subhasis Chaudhuri.“Hierarchical Subspace Learning Based Unsupervised Domain Adaptation for Cross-Domain Classification of Remote Sensing Images.”IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), IEEE, 2017.
Biplab Banerjee; Krishna Mohan Buddhiraju.“Domain Adaptation in the Absence of Source Domain Labeled Samples - A Coclustering-Based Approach.”IEEE Geoscience & Remote Sensing Letters (GRSL), IEEE, 2016.
Biplab Banerjee; Francesca Bovolo; Avik Bhattacharya; Lorenzo Bruzzone; Subhasis Chaudhuri; B. Krishna Mohan.“A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pairs.”IEEE Transactions on Geoscience & Remote Sensing (TGRS), IEEE, 2015.
Biplab Banerjee; Francesca Bovolo; Avik Bhattacharya; Lorenzo Bruzzone; Subhasis Chaudhuri; B. Krishna Mohan.“A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy.”IEEE Geoscience & Remote Sensing Letters (GRSL), IEEE, 2015.
Biplab Banerjee; Surender Varma; Krishna Mohan Buddhiraju; Laxmi Narayana Eeti.“Unsupervised Multi-Spectral Satellite Image Segmentation Combining Modified Mean-Shift and a New Minimum Spanning Tree Based Clustering Technique.”IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), IEEE, 2014.
Biplab Banerjee; B. Krishna Mohan.“A Novel Graph-Based Fuzzy Clustering Technique for Unsupervised Classification of Remote Sensing Images.”ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2014.
Biplab Banerjee; Avik Bhattacharya; Krishna Mohan Buddhiraju.“A Generic Land-Cover Classification Framework for Polarimetric SAR Images Using the Optimum Touzi Decomposition Parameter Subset: An Insight on Mutual Information-Based Feature Selection Techniques.”IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), IEEE, 2014.
Biplab Banerjee; Krishna Mohan Buddhiraju; Surender Varma Gadhiraju; Laxmi Narayana Eeti.“Building Extraction from High Resolution Multi-Spectral Satellite Images.”Urban and Regional Data Management: UDMS Annual, 2013.
Conference proceedings
Mainak Singha; Tanisha Gupta; Ankit Jha; Muhammad Haris Khan; Sayantani Ghosh; Biplab Banerjee.“BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs.”Findings of the Association for Computational Linguistics (ACL Findings), 2026.
Manishit Kundu; Tejomay Kishor Padole; Sumit Shekhar; Biplab Banerjee; Pushpak Bhattacharyya.“CaRVE: Critiquing and Refining Visual Elaborations for Figurative Language Illustrations.”Findings of the Association for Computational Linguistics (ACL Findings), 2026.
Mainak Singha; Sarthak Mehrotra; Paolo Casari; Subhasis Chaudhuri; Elisa Ricci; Biplab Banerjee.“CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation.”IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
Siddhant Gole; Akash Pal; Amit More; Divakar Bhat; Subhasis Chaudhuri; Biplab Banerjee.“Hyperbolic Prototype Learning with Uncertainty-Aware Consistency for Continual Test-Time Segmentation.”IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
Ushasi Chaudhuri; Papia Mahato; Shaipesh Deshpande; Biplab Banerjee.“An End-to-End Trainable Multi-Scale CRF Framework for Decision Fusion in Multi-Modal Remote Sensing Classification.”Perception beyond Visible Spectrum, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop, 2026.
Maram Hassan; Aminur Hossain; Savitra Roy; Souparna Bhowmik; Ayush Patel; Mainak Singha; Subhasis Chaudhuri; Muhammad Haris; Biplab Banerjee.“GeoMeld: Toward Semantically Grounded Foundation Models for Remote Sensing.”Workshop on Foundation and Large Vision Models in Remote Sensing, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2026.
Aminur Hossain; Ayush Patel; Siddhant Gole; Sanjay Singh; Biplab Banerjee.“HQF-Net: A Hybrid Quantum-Classical Multi-Scale Fusion Network for Remote Sensing Image Segmentation.”Domain Generalization: Evolution, Breakthroughs, and Future Horizons, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2026.
Pankhi Kashyap; Mainak Singha; Biplab Banerjee.“Bi-Modal Textual Prompt Learning for Vision-Language Models in Remote Sensing.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026.
Siddhant Gole; Akash Pal; Ankit Jha; Subhasis Chaudhuri; Biplab Banerjee.“HIDISC: A Hyperbolic Vision-informed Semantic Text Alignment for Open-Set Recognition in Remote Sensing.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026.
Shabnam Chaudhuri; Yash Salunkhe; Vaibhav Rajan; Subhasis Chaudhuri; Biplab Banerjee.“X-JEPA: A Novel Joint Learning Cross-Modal Predictive Alignment Framework for Remote Sensing Image Retrieval.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026.
Vaibhav Rathode; Divyam Gupta; Biplab Banerjee.“HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery.”Conference on Neural Information Processing Systems (NeurIPS), 2025.
Akash Agarwal; Saprativa Bhattacharjee; Mauli Rastogi; Jemima Jacob; Biplab Banerjee; Rashmi Gupta; Pushpak Bhattacharya.“ReDepress: A Cognitive Framework for Predicting Depression Relapse from Social Media.”Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025.
Moloud Abdar; Mehdi Hasan; Biplab Banerjee; Abbas Khosravi; Pietro Lio.“Catching the Unknown with Limited Data: Bi-Directional Prompt Tuning in CLIP for Few-Shot Open-Set Adaptation.”British Machine Vision Conference (BMVC), 2025.
Munish Monga; Vishal Chudasama; Pankaj Wasnik; Biplab Banerjee.“DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic.”IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
Mainak Singha; Subhankar Roy; Sarthak Mehrotra; Ankit Jha; Moloud Abdar; Biplab Banerjee; Elisa Ricci.“FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models.”IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
Sharath Naganna; Saprativa Bhattacharjee; Biplab Banerjee; Pushpak Bhattacharya.“My Life is Miserable, Have to Sign 500 Autographs Everyday: Exposing Humblebragging, the Brags in Disguise.”Findings of the Association for Computational Linguistics (ACL Findings), 2025.
N. C. Mohamad Hassan; Divyam Gupta; Mainak Singha; Sai Bhargav Rongali; Ankit Jha; Muhammad Haris Khan; Biplab Banerjee.“OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP.”IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
Tanuj Sur; Samrat Mukherjee; Kaizer Rahaman; Subhasis Chaudhuri; Muhammad Haris Khan; Biplab Banerjee.“Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation.”IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
Yuzhen Hu; Biplab Banerjee; Saurabh Prasad.“Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features.”TerraByte, International Conference on Machine Learning Workshops, 2025.
Saikat Dutta; Akhil Vasim; Siddhant Gole; Hamid Rezatofeghi; Biplab Banerjee.“AerOSeg: Harnessing SAM for Open-Vocabulary Segmentation in Remote Sensing Images.”EarthVision, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop, 2025.
Hariseetharam Gunduboina; Muhammad Haris Khan; Biplab Banerjee.“FrogDogNet: Fourier Frequency Retained Visual Prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing.”EarthVision, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop, 2025.
Shabnam Chowdhury; Yash Salunkhe; Sarthak Mehrotra; Biplab Banerjee.“REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval.”EarthVision, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop, 2025.
Akhil Vasim; Pankhi Kashyap; Shabnam Chowdhury; Biplab Banerjee.“Spatially-Aware Cross-Modal Contrastive Learning for Low-Shot HSI Classification.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025.
Samrat Mukherjee; Tanuj Sur; Saurish Seksaria; Subhasis Chaudhuri; Gemma Roig; Biplab Banerjee.“UIDAPLE: Unsupervised Incremental Domain Adaptation through Adaptive Prompt Learning.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025.
Sai Bhargava; Mohammad Hassan; Ankit Jha; Neha Bhargava; Saurabh Prasad; Biplab Banerjee.“Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025.
Sanchar Palit; Biplab Banerjee; Subhasis Chaudhuri.“Revised Regularization for Efficient Continual Learning through Correlation-Based Parameter Update in Bayesian Neural Networks.”ACM Indian Conference on Vision, Graphics and Image Processing (ICVGIP), 2024.
Bhupendra Solanki; Ashwin Nair; Mainak Singha; Souryadeep Mukherjee; Ankit Jha; Biplab Banerjee.“GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery.”ACM Indian Conference on Vision, Graphics and Image Processing (ICVGIP), 2024.
Mohammad Hassan; Ankit Jha; Moloud Abdar; Biplab Banerjee.“Can Commonsense Knowledge Improve CLIP’s Performance in Cross-Domain VQA?”ACM Indian Conference on Vision, Graphics and Image Processing (ICVGIP), 2024.
Sandika Biswas; Qianyi Wu; Biplab Banerjee; Hamid Rezatofeghi.“TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene.”Conference on Neural Information Processing Systems (NeurIPS), 2024.
Mainak Singha; Ankit Jha; Divyam Gupta; Pranav Singla; Biplab Banerjee.“Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning.”European Conference on Computer Vision (ECCV), 2024.
Sandika Biswas; Biplab Banerjee; Hamid Rezatofeghi.“Shape-prior Free Space-Time Neural Radiance Field for 4D Semantic Reconstruction of Dynamic Scene from Sparse-View RGB Videos.”IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024.
Mainak Singha; Ankit Jha; Shirsha Bose; Ashwin Nair; Moloud Abdar; Biplab Banerjee.“Unknown Prompt, the Only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization.”IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Sai Bhargava Rangoli; Sarthak Mehrotra; Ankit Jha; Mohammad Hassan; Shirsha Bose; Tanisha Gupta; Mainak Singha; Biplab Banerjee.“CDAD-Net: Bridging Domain Gap in Generalized Category Discovery.”IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Learning with Limited Labeled Data, 2024.
Mohammad Hassan; Avigyan Bhattacharya; Victor Da Costa; Biplab Banerjee; Elisa Ricci.“Enhancing the Domain Robustness of Self-Supervised Pre-Training with Synthetic Images.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.
Advait Kumar; Shirsha Bose; Mohammad Hassan; Biplab Banerjee.“SPDG-NET: Semantics Preserving Domain Augmentation Through Style Interpolation for Multi-Source Domain Generalization.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.
Shabnam Chowdhury; Pratham Kurkure; Priyanka Talwar; Biplab Banerjee.“CROSSVG: Visual Grounding in Remote Sensing with Modality-Guided Interactions.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024.
Prathmesh Bele; Valay Bundele; Avigyan Bhattacharya; Ankit Jha; Gemma Roig; Biplab Banerjee.“Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
Harsh Pal; Khandelwal; Shivam Pande; Biplab Banerjee; Srikrishna Karanam.“Domain Adaptive 3D Shape Retrieval from Monocular Images.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
Shirsha Bose; Ankit Jha; Enrico Fini; Mainak Singha; Elisa Ricci; Biplab Banerjee.“STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
Avigyan Bhattacharya; Mainak Singha; Ankit Jha; Biplab Banerjee.“C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing.”ACM Indian Conference on Vision, Graphics and Image Processing (ICVGIP), 2023.
Mainak Singha; Ankit Jha; Biplab Banerjee.“GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning.”British Machine Vision Conference (BMVC), 2023.
Debabrata Pal; Sai Bhargava; Deeptej More; Dipesh Tamboli; Vaneet Aggarwal; Biplab Banerjee.“Domain Adaptive Few-Shot Open-Set Learning.”IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
Mainak Singha; Harsh Pal; Ankit Jha; Biplab Banerjee.“AD-CLIP: Adapting Domains in Prompt Space Using CLIP.”IEEE/CVF International Conference on Computer Vision Workshop on Out of Distribution Generalization, 2023.
Izzeuddin Teeti; Sai Bhargava; Vivek Singh; Andrew Bradley; Biplab Banerjee; Fabio Cuzzolin.“Temporal DINO: A Self-Supervised Video Strategy to Enhance Action Prediction.”IEEE/CVF International Conference on Computer Vision Workshop on Road++, 2023.
Vikrant Rangekar; Uddeshya Upadhayay; Zeynep Akata; Biplab Banerjee.“USIM-DAL: Uncertainty-Aware Statistical Image Modeling-Based Dense Active Learning for Super-Resolution.”Conference on Uncertainty in Artificial Intelligence (UAI), 2023.
Ankit Jha; Debabrata Pal; Naman Aggarwal; Biplab Banerjee.“HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues.”European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Workshop (ECML-PKDD Workshop), 2023.
Mainak Singha; Ankit Jha; Bhupendra Solanki; Shirsha Bose; Biplab Banerjee.“APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP.”EarthVision, IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2023.
Ankit Jha; Shirsha Bose; Biplab Banerjee.“GAF-Net: Improving the Performance of Remote Sensing Image Fusion using Novel Global Self and Cross Attention Learning.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.
Aishwarya Agrawal; Srikrishna Karanam; Balaji Srinivasan; Biplab Banerjee.“Contrastive Learning of Semantic Concepts for Open-Set Cross-Domain Retrieval.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.
Debabrata Pal; Shirsha Bose; Biplab Banerjee; Yogananda Jeppy.“MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.
Shivam Pande; Nassim Ait Ali Braham; Yi Wang; Conrad Albrecht; Biplab Banerjee; XiaoXiang Zhu.“Semi-Supervised Learning for Hyperspectral Images by Non-Parametrically Predicting View Assignments.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023.
Jayesh Songara; Shivam Pande; Shabnam Chowdhury; Biplab Banerjee; Rajbabu V.“Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023.
Harshula Talpurkar; Biplab Banerjee; Krishna Mohan Buddhiraju.“Transformer-Based Hyperspectral Dimensionality Reduction with Gabor Kernel CNN for Feature Extraction.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023.
Sumrit Gupta; Ushasi Chaudhuri; Biplab Banerjee.“Zero-Shot Sketch-Based Image Retrieval Using Graph Transformer.”IEEE International Conference on Pattern Recognition (ICPR), 2022.
Sayan Rakshit; S. Balasubramanian; Hmrishav Banerjee; Piyush Bharamve; Sai Nandan; Biplab Banerjee; Subhasis Chaudhuri.“Open-Set Domain Adaptation Under Few Source-Domain Labeled Samples.”IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops on Learning with Limited Labels, 2022.
Satyam Mohla; Anshul Nasery; Biplab Banerjee.“Teaching CNNs to Mimic Human Visual Cognitive Process & Regularize Texture-Shape Bias.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022.
Debabrata Pal; Valay Bundale; Biplab Banerjee; Yogananda Jeppy.“Few-Shot Open-Set Recognition of Hyperspectral Images with Outlier Calibration Network.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022.
Shivam Pande; Biplab Banerjee.“Feedback Convolution-Based Auto-Encoder for Dimensionality Reduction in Hyperspectral Images.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022.
Advait Kumar; Dipesh Tamboli; Shivam Pande; Biplab Banerjee.“RSINET: Inpainting Remotely Sensed Images Using Triplet GAN Framework.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022.
Ankit Jha; Biplab Banerjee; Subhasis Chaudhuri.“S3DMT-Net: Improving Soft Sharing-Based Multi-Task CNN Using Task-Specific Distillation and Cross-Task Interactions.”ACM Indian Conference on Vision, Graphics and Image Processing (ICVGIP), 2021.
Rupak Bose; Vikrant Rangnekar; Biplab Banerjee; Subhasis Chaudhuri.“Zero-Shot Remote Sensing Image Super-Resolution Based on Image Continuity and Self-Tessellation.”German Conference on Pattern Recognition (GCPR), 2021.
Rupak Bose; Shivam Pande; Biplab Banerjee.“Two-Headed Dragons: Multi-Modal Fusion and Cross-Modal Transactions.”IEEE International Conference on Image Processing (ICIP), 2021.
Ruchika Chavan; Ankit Jha; Biplab Banerjee; Subhasis Chaudhuri.“ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer.”IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021.
Sudipan Saha; Biplab Banerjee; XiaoXiang Zhu.“Trusting Small Training Dataset for Supervised Change Detection.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021.
Shivam Pande; Biplab Banerjee.“Bidirectional GRU-Based Auto-Encoder for Dimensionality Reduction in Hyperspectral Images.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021.
Shivam Pande; Biplab Banerjee.“Attention-Based Convolutional Auto-Encoder for Dimensionality Reduction in Hyperspectral Images.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021.
Satyam Mohla; Sidharth Mohla; Anupam Guha; Biplab Banerjee.“Multimodal Noisy Segmentation-Based Fragmented Burn Scars Identification in Amazon Rainforest.”IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020.
Yashswi Jain; Ashvini Sharma; Rajbabu Velmurugan; Biplab Banerjee.“PoseCVAE: Anomalous Human Activity Detection.”IEEE International Conference on Pattern Recognition (ICPR), 2020.
Ruchika Chavan; Biplab Banerjee; XiaoXiang Zhu; Subhasis Chaudhuri.“A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning.”IEEE International Conference on Pattern Recognition (ICPR), 2020.
Ravi Kushwaha; Saurabh Kumar; Biplab Banerjee; Rajbabu Velmurugan.“Distilling Spikes: Knowledge Distillation in Spiking Neural Networks.”IEEE International Conference on Pattern Recognition (ICPR), 2020.
Ankit Jha; Awanish Kumar; Biplab Banerjee; Subhasis Chaudhuri.“MT-UNET: A Novel U-Net-Based Multi-Task Architecture for Visual Scene Understanding.”IEEE International Conference on Image Processing (ICIP), 2020.
Sravanti Addepalli; Dipesh Tamboli; Venkatesh Babu; Biplab Banerjee.“Saliency-Driven Class Impressions for Feature Visualization of Deep Neural Networks.”IEEE International Conference on Image Processing (ICIP), 2020.
Ushasi Chaudhuri; Biplab Banerjee; Avik Bhattacharya; Mihai Datcu.“A Simplified Framework for Zero-Shot Cross-Modal Sketch Data Retrieval.”IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Diagram Image Retrieval and Analysis, 2020.
Satyam Mohla; Shivam Pande; Biplab Banerjee; Subhasis Chaudhuri.“FusAtNet: Dual Attention-Based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification.”IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Perception Beyond Visible Spectrum, 2020.
Ankit Jha; Awanish Kumar; Biplab Banerjee; Subhasis Chaudhuri.“AdaMT-Net: An Adaptive Weight Learning-Based Multi-Task Learning Model for Scene Understanding.”IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Efficient Deep Learning in Computer Vision, 2020.
Satyam Mohla; Angshul Nasiri; Biplab Banerjee; Subhasis Chaudhuri.“CognitiveCNN: Mimicking Human Cognitive Models to Resolve Texture-Shape Bias.”International Conference on Learning Representations Workshop, 2020.
Uddeshya Upadhayay; Biplab Banerjee.“Compact Representation Learning Using Class-Specific Convolution Coders: Application to Medical Image Classification.”IEEE International Symposium on Biomedical Imaging (ISBI), 2020.
Megh Shukla; Biplab Banerjee; B. Krishna Mohan.“LEt-SNE: A Hybrid Approach to Data Embedding and Visualization of Hyperspectral Imagery.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
Shivam Pande; Biplab Banerjee.“Dimensionality Reduction Using 3D Residual Auto-Encoder for Hyperspectral Image Classification.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020.
Aniruddha Mahapatra; Biplab Banerjee.“Unsupervised Domain Adaptation for Remote Sensing Images Using Metric Learning and Correlation Alignment.”National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2019.
Shivam Pande; Avinandan Banerjee; Saurabh Kumar; Biplab Banerjee; Subhasis Chaudhuri.“An Adversarial Approach to Discriminative Modality Distillation for Remote Sensing Image Classification.”IEEE/CVF International Conference on Computer Vision Workshop on Cross-Modal Learning, 2019.
Sayan Rakshit; Biplab Banerjee; Gemma Roig; Subhasis Chaudhuri.“Unsupervised Multi-Source Domain Adaptation Driven by Deep Adversarial Ensemble Learning.”German Conference on Pattern Recognition (GCPR), 2019.
Sudipan Saha; Swathikiran Sudhakaran; Biplab Banerjee; Sumedh Pendurkar.“Semantics-Guided Deep Unsupervised Image Segmentation.”International Conference on Image Analysis and Processing (ICIAP), 2019.
Sumedh Pendurkar; Sudipan Saha; Biplab Banerjee; Francesca Bovolo.“Single Image Super-Resolution for Optical Satellite Scenes Using Deconvolution Network.”International Conference on Image Analysis and Processing (ICIAP), 2019.
Omkar Gune; Amit More; Biplab Banerjee; Subhasis Chaudhuri.“Generalized Zero-shot Learning using Open Set Recognition.”British Machine Vision Conference (BMVC), 2019.
Shivam Pande; Biplab Banerjee; Aleksandra Pizurica.“Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification.”Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2019.
Sayan Rakshit; Ushasi Chaudhuri; Biplab Banerjee; Subhasis Chaudhuri.“Class Consistency Driven Deep Adversarial Domain Adaptation.”IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Continual and Few-shot Learning in Vision, 2019.
Omkar Gune; Meet Vora; Biplab Banerjee; Subhasis Chaudhuri.“Zero-shot Learning using Graph Regularized Latent Discriminative Cross-domain Triplets.”ACM Indian Conference on Vision, Graphics and Image Processing (ICVGIP), 2018.
Saurabh Kumar; Subhasis Chaudhuri; Biplab Banerjee; M. Feroze.“Onboard Hyperspectral Image Compression using Compressed Sensing and Deep Learning.”European Conference on Computer Vision Workshop (ECCV Workshop), 2018.
Abhinaba Roy; Biplab Banerjee; Vittorio Murino.“Discriminative Latent Visual Space for Zero-Shot Object Classification.”IEEE International Conference on Pattern Recognition (ICPR), 2018.
Sanatan Sharma; Akashdeep Goel; Omkar Gune; Biplab Banerjee; Subhasis Chaudhuri.“Class Specific Coders for Hyperspectral Image Classification.”IEEE International Conference on Image Processing (ICIP), 2018.
Biplab Banerjee; Vittorio Murino.“Efficient Pooling of Image-Based CNN Features for Action Recognition in Videos.”IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017.
Abhinaba Roy; Biplab Banerjee; Vittorio Murino.“Discriminative Dictionary Design for Action Classification in Still Images.”International Conference on Image Analysis and Processing (ICIAP), 2017.
Abhinaba Roy; Biplab Banerjee; Vittorio Murino.“A Novel Dictionary Learning-Based Multiple Instance Learning Approach to Action Recognition from Videos.”International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2017.
Sudipan Saha; Biplab Banerjee; Sabbir Marchest.“Image Foreground Extraction—A Supervised Framework Based on Region Transfer.”IEEE International Conference on Signal Processing and Integrated Networks (IConSIP), 2016.
Sudipan Saha; Biplab Banerjee; Sabbir Marchest.“Domain Adaptation in the Absence of Source Domain Labeled Samples—A Coclustering-Based Approach.”Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2016.
Biplab Banerjee; Shaunak De; Surender; Manickam; Avik Bhattacharya.“An Unsupervised Hidden Markov Random Field Based Segmentation of Polarimetric SAR Images.”IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016.
Biplab Banerjee; Krishna Mohan Buddhiraju; Subhasis Chaudhuri; Avik Bhattacharya; Jyotirmoy Mohanty.“A Novel Graph Matching-Based Approach for Land-Cover Classification of Multi-Temporal Images.”Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2014.
Biplab Banerjee; Pradip Mishra; Surender Varma; Krishna Mohan Buddhiraju.“A Novel Graph-Based Clustering Technique for Hybrid Segmentation of Multi-Spectral Remotely Sensed Images.”Advanced Concepts for Intelligent Vision Systems (ACIVS), 2013.
Biplab Banerjee; Siddharth Buddhiraju; Krishna Mohan Buddhiraju.“Road Extraction from High-Resolution Satellite Remote Sensing Images.”Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2012.