Tapabrata Chakraborti

69 papers A 1B 1Misc 5Journal 37Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI Generalisation Gap In Comorbid Sleep Disorder Staging. CoRR Saswata Bose, Suvadeep Maiti, Shivam Kumar Sharma, S. Mythirayee, Tapabrata Chakraborti, Srijitesh Rajendran, Raju S. Bapi
2026	J	`jnl`	Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics. Health Inf. Sci. Syst. Swarnava Bhattacharyya, Umapada Pal, Tapabrata Chakraborti
2025	J	`jnl`	2dSpAn-Auto: an automated tool for analysis of two-dimensional dendritic spine images. BMC Bioinform. Shauvik Paul, Rahul Pramanick, Nirmal Das, Ewa Baczynska, Zeinab Bedrood, Tapabrata Chakraborti, Subhadip Basu, Jakub Wlodarczyk
2025	J	`jnl`	A Domain Inspired AI Based Clinical Decision Support System for Real Time Heartbeat Monitoring and Arrhythmia Diagnosis. SN Comput. Sci. Subrata Sarkar, Debjit Dhar, Rajib Sarkar, Sanjoy Kumar Saha, Tapabrata Chakraborti
2025	J	`jnl`	Achieving Fair Skin Lesion Detection through Skin Tone Normalization and Channel Pruning. CoRR Zihan Wei, Tapabrata Chakraborti
2025	—	`conf`	Ambiguous Medical Image Segmentation Using Diffusion Schrödinger Bridge. MICCAI (4) Lalith Bharadwaj Baru, Kamalaker Dadi, Tapabrata Chakraborti, Raju S. Bapi
2025	J	`jnl`	Ambiguous Medical Image Segmentation Using Diffusion Schrödinger Bridge. CoRR Lalith Bharadwaj Baru, Kamalaker Dadi, Tapabrata Chakraborti, Raju S. Bapi
2025	—	`conf`	Attention Aware Continual Learning in Digital Pathology Contexts. ISBI Arijit Patra, Tapabrata Chakraborti
2025	—	`conf`	Conformal Prediction for Reliable Image Super-Resolution. COPA Tapabrata Chakraborti, Samiran Dey
2025	J	`jnl`	Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics. CoRR Swarnava Bhattacharyya, Umapada Pal, Tapabrata Chakraborti
2025	J	`jnl`	DEPP: dictionary embedded probabilistic priors for scene text image super-resolution. Neural Comput. Appl. Avigyan Bhattacharya, Subhadip Basu, Tapabrata Chakraborti
2025	J	`jnl`	Deep features and metaheuristics guided optimization-based method for breast cancer diagnosis. Multim. Tools Appl. Emon Asad, Ayatullah Faruk Mollah, Subhadip Basu, Tapabrata Chakraborti
2025	—	`conf`	Detection of Multiple Cardiac Disorders Based on Heartbeat Morphology and Time Segment Analysis of ECG Signals. AIiH (2) Subrata Sarkar, Debjit Dhar, Rajib Sarkar, Sanjoy Kumar Saha, Tapabrata Chakraborti
2025	J	`jnl`	Generating crossmodal gene expression from cancer histopathology improves multimodal AI predictions. CoRR Samiran Dey, Christopher R. S. Banerji, Partha Basuchowdhuri, Sanjoy Kumar Saha, Deepak Parashar, Tapabrata Chakraborti
2025	—	`conf`	Get a GRIP on Test Time Adaptation! - Group Robust Inference-Time Policy Optimization for Vision Models. CVPR Workshops Prabhav Sanga, Jaskaran Singh, Tapabrata Chakraborti
2025	J	`jnl`	Leakage and Interpretability in Concept-Based Models. CoRR Enrico Parisini, Tapabrata Chakraborti, Chris Harbron, Ben D. MacArthur, Christopher R. S. Banerji
2025	J	`jnl`	Pan-Ret: a semi-supervised framework for scalable detection of pan-retinal diseases. Medical Biol. Eng. Comput. Rohan Banerjee, Rakhshanda Mujib, Prayas Sanyal, Tapabrata Chakraborti, Sanjoy Kumar Saha
2025	J	`jnl`	Personalized uncertainty quantification in artificial intelligence. Nat. Mac. Intell. Tapabrata Chakraborti, Christopher R. S. Banerji, Ariane Marandon, Vicky Hellon, Robin Mitra, Brieuc Lehmann, Leandra Bräuninger, Sarah F. McGough, Cagatay Turkay, Alejandro F. Frangi, Ginestra Bianconi, Weizi Li, Owen J. L. Rackham, Deepak Parashar, Chris Harbron, Ben D. MacArthur
2025	J	`jnl`	Uncertainty estimation using boundary prediction for medical image super-resolution. Comput. Vis. Image Underst. Samiran Dey, Partha Basuchowdhuri, Debasis Mitra, Robin Augustine, Sanjoy Kumar Saha, Tapabrata Chakraborti
2025	J	`jnl`	VECT-GAN: A variationally encoded generative model for overcoming data scarcity in pharmaceutical science. CoRR Youssef Abdalla, Marrisa Taub, Eleanor Hilton, Priya Akkaraju, Alexander Milanovic, Mine Orlu, Abdul W. Basit, Michael T. Cook, Tapabrata Chakraborti, David Shorthouse
2024	—	`conf`	A Fast Domain-Inspired Unsupervised Method to Compute COVID-19 Severity Scores from Lung CT. ICPR (12) Samiran Dey, Bijon Kundu, Partha Basuchowdhuri, Sanjoy Kumar Saha, Tapabrata Chakraborti
2024	—	`conf`	A Lightweight Feature Fusion and Machine Learning Method for Effective Home Monitoring and Early Detection of Sleep Apnea. MICAD Subrata Sarkar, Debjit Dhar, Rajib Sarkar, Sanjoy Kumar Saha, Tapabrata Chakraborti
2024	J	`jnl`	AI content detection in the emerging information ecosystem: new obligations for media and tech companies. Ethics Inf. Technol. Alistair Knott, Dino Pedreschi, Toshiya Jitsuzumi, Susan Leavy, David M. Eyers, Tapabrata Chakraborti, Andrew Trotman, Sundar Sundareswaran, Ricardo Baeza-Yates, Przemyslaw Biecek, Adrian Weller, Paul D. Teal, Subhadip Basu, Mehmet Haklidir, Virginia Morini, Stuart Russell, Yoshua Bengio
2024	—	`conf`	Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias. MICCAI (1) Faizanuddin Ansari, Tapabrata Chakraborti, Swagatam Das
2024	J	`jnl`	An improved deep regression model with state space reconstruction for continuous blood pressure estimation. Comput. Electr. Eng. Liangyi Lyu, Lei Lu, Hanjie Chen, David A. Clifton, Yuanting Zhang, Tapabrata Chakraborti
2024	—	`conf`	Conformal Adversarial Generative Ensemble. ICONIP (2) Ahmad Shahi, Mamehgol Yousefi, Brendon J. Woodford, Farhaan Mirza, Tapabrata Chakraborti
2024	J	`jnl`	Correction: AI content detection in the emerging information ecosystem: new obligations for media and tech companies. Ethics Inf. Technol. Alistair Knott, Dino Pedreschi, Toshiya Jitsuzumi, Susan Leavy, David M. Eyers, Tapabrata Chakraborti, Andrew Trotman, Sundar Sundareswaran, Ricardo Baeza-Yates, Przemyslaw Biecek, Adrian Weller, Paul D. Teal, Subhadip Basu, Mehmet Haklidir, Virginia Morini, Stuart Russell, Yoshua Bengio
2024	J	`jnl`	Deep Learning as Ricci Flow. CoRR Anthony Baptista, Alessandro Barp, Tapabrata Chakraborti, Chris Harbron, Ben D. MacArthur, Christopher R. S. Banerji
2024	Misc	`conf`	Investigating Feature Clustering for Generalised 3D Point Cloud Part Segmentation. IVCNZ Nirmal Das, Steven Mills, Lech Szymanski, Xinyu Jiang, Tapabrata Chakraborti
2024	—	`conf`	RetNet: A Two-Stage Deep Neural Network for Clinically Traceable Retinal Disease Classification. MICAD Rohan Banerjee, Sanjoy Kumar Saha, Tapabrata Chakraborti
2024	—	`conf`	SkinCON: Towards Consensus for the Uncertainty of Skin Cancer Sub-typing Through Distribution Regularized Adaptive Predictive Sets (DRAPS). MICCAI (1) Zhihang Ren, Yunqi Li, Xinyu Li, Xinrong Xie, Erik P. Duhaime, Kathy Fang, Tapabrata Chakraborti, Yunhui Guo, Stella X. Yu, David Whitney
2024	—	`conf`	Towards a crowdsourced framework for online hate speech moderation - a case study in the Indian political scenario. WebSci (Companion) Avigyan Bhattacharya, Tapabrata Chakraborti, Subhadip Basu, Alistair Knott, Dino Pedreschi, Raja G. Chatila, Susan Leavy, David M. Eyers, Paul D. Teal, Przemyslaw Biecek
2024	J	`jnl`	Uncertainty quantification of cuffless blood pressure estimation based on parameterized model evidential ensemble learning. Biomed. Signal Process. Control. Zhan Shen, Tapabrata Chakraborti, Wenyan Wang, Shuaiting Yao, Zhizhong Fu, Yifan Chen, Xiaorong Ding
2024	—	`conf`	Unsupervised Hybrid Deep Feature Encoder for Robust Feature Learning from Resting-State EEG Data. EMBC Yuan Yue, Jeremiah D. Deng, Tapabrata Chakraborti, Dirk De Ridder, Patrick Manning
2023	—	`conf`	BliMSR: Blind Degradation Modelling for Generating High-Resolution Medical Images. MIUA Samiran Dey, Partha Basuchowdhuri, Debasis Mitra, Robin Augustine, Sanjoy Kumar Saha, Tapabrata Chakraborti
2023	J	`jnl`	Generative AI models should include detection mechanisms as a condition for public release. Ethics Inf. Technol. Alistair Knott, Dino Pedreschi, Raja Chatila, Tapabrata Chakraborti, Susan Leavy, Ricardo Baeza-Yates, David M. Eyers, Andrew Trotman, Paul D. Teal, Przemyslaw Biecek, Stuart Russell, Yoshua Bengio
2023	J	`jnl`	Learning from data with structured missingness. CoRR Robin Mitra, Sarah F. McGough, Tapabrata Chakraborti, Chris C. Holmes, Ryan Copping, Niels Hagenbuch, Stefanie Biedermann, Jack Noonan, Brieuc Lehmann, Aditi Shenvi, Xuan Vinh Doan, David Leslie, Ginestra Bianconi, Rubén J. Sánchez-García, Alisha R. Davies, Maxine Mackintosh, Eleni-Rosalina Andrinopoulou, Anahid Basiri, Chris Harbron, Ben D. MacArthur
2023	J	`jnl`	Learning from data with structured missingness. Nat. Mac. Intell. Robin Mitra, Sarah F. McGough, Tapabrata Chakraborti, Chris C. Holmes, Ryan Copping, Niels Hagenbuch, Stefanie Biedermann, Jack Noonan, Brieuc Lehmann, Aditi Shenvi, Xuan Vinh Doan, David Leslie, Ginestra Bianconi, Rubén J. Sánchez-García, Alisha R. Davies, Maxine Mackintosh, Eleni-Rosalina Andrinopoulou, Anahid Basiri, Chris Harbron, Ben D. MacArthur
2023	—	`conf`	MoMSGAN: Mode Collapse based Degradation Agnostic Multi-Scale Super-Resolution of Medical Images. ICVGIP Samiran Dey, Tapabrata Chakraborti, Partha Basuchowdhuri, Debasis Mitra, Robin Augustine, Sanjoy Kumar Saha
2023	J	`jnl`	RUBic: rapid unsupervised biclustering. BMC Bioinform. Brijesh Kumar Sriwastava, Anup Kumar Halder, Subhadip Basu, Tapabrata Chakraborti
2023	—	`conf`	Ret2Ret: Retinal Blood Vessel Extraction via Improved Pix2Pix Image Translation. MICAD Rohan Banerjee, Sanjoy Kumar Saha, Tapabrata Chakraborti
2022	—	`conf`	Active Data Enrichment by Learning What to Annotate in Digital Pathology. CaPTion@MICCAI George Batchkala, Tapabrata Chakraborti, Mark McCole, Fergus Gleeson, Jens Rittscher
2022	J	`jnl`	Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images. Knowl. Based Syst. Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tapabrata Chakraborti, Tong Lu, Mohamad Nizam Bin Ayub
2021	—	`conf`	Automated Annotator: Capturing Expert Knowledge for Free. EMBC Sebastian Elmes, Tapabrata Chakraborti, Mengran Fan, Holm H. Uhlig, Jens Rittscher
2021	—	`conf`	Contrastive Representations for Continual Learning of Fine-Grained Histology Images. MLMI@MICCAI Tapabrata Chakraborti, Fergus Gleeson, Jens Rittscher
2021	—	`conf`	Exploring the Correlation Between Deep Learned and Clinical Features in Melanoma Detection. MIUA Tamal Chowdhury, Angad R. S. Bajwa, Tapabrata Chakraborti, Jens Rittscher, Umapada Pal
2021	—	`conf`	Learning Cellular Phenotypes through Supervision. EMBC Helen Theissen, Tapabrata Chakraborti, Stefano Malacrino, Korsuk Sirinukunwattana, Daniel Royston, Jens Rittscher
2020	—	`conf`	A Comparative Study of Explainer Modules Applied to Automated Skin Lesion Classification. XI-ML@KI Jia Sun, Tapabrata Chakraborti, J. Alison Noble
2020	Misc	`conf`	CoCoNet: A Collaborative Convolutional Network applied to fine-grained bird species classification. IVCNZ Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2020	—	`conf`	Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention. ISBI Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
2020	—	`conf`	Learn More, Forget Less: Cues from Human Brain. ACCV (4) Arijit Patra, Tapabrata Chakraborti
2020	—	`conf`	Microscopic Fine-Grained Instance Classification Through Deep Attention. MICCAI (5) Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
2020	J	`jnl`	Microscopic fine-grained instance classification through deep attention. CoRR Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
2020	Misc	`conf`	PProCRC: Probabilistic Collaboration of Image Patches for Fine-grained Classification. IVCNZ Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2019	J	`jnl`	A deep learning-shape driven level set synergism for pulmonary nodule segmentation. Pattern Recognit. Lett. Rukhmini Roy, Tapabrata Chakraborti, Ananda S. Chowdhury
2019	J	`jnl`	CoCoNet: A Collaborative Convolutional Network. CoRR Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2019	J	`jnl`	Contrastive Algorithmic Fairness: Part 1 (Theory) CoRR Tapabrata Chakraborti, Arijit Patra, J. Alison Noble
2019	J	`jnl`	Distance Metric Learned Collaborative Representation Classifier. CoRR Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2019	J	`jnl`	PProCRC: Probabilistic Collaboration of Image Patches. CoRR Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2018	Misc	`conf`	Fine-grained Collaborative K-Means Clustering. IVCNZ Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2018	J	`jnl`	LOOP Descriptor: Local Optimal-Oriented Pattern. IEEE Signal Process. Lett. Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2017	A	`conf`	A Generalised Formulation for Collaborative Representation of Image Patches (GP-CRC). BMVC Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2017	J	`jnl`	LOOP Descriptor: Encoding Repeated Local Patterns for Fine-grained Visual Identification of Lepidoptera. CoRR Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2016	B	`conf`	A scale and rotation invariant scheme for multi-oriented Character Recognition. ICPR Nilamadhaba Tripathy, Tapabrata Chakraborti, Mita Nasipuri, Umapada Pal
2016	Misc	`conf`	Collaborative representation based fine-grained species recognition. IVCNZ Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal
2015	J	`jnl`	A self-adaptive matched filter for retinal blood vessel detection. Mach. Vis. Appl. Tapabrata Chakraborti, Dhiraj K. Jha, Ananda S. Chowdhury, Xiaoyi Jiang
2015	J	`jnl`	Automated emotion recognition employing a novel modified binary quantum-behaved gravitational search algorithm with differential mutation. Expert Syst. J. Knowl. Eng. Tapabrata Chakraborti, Amitava Chatterjee, Anisha Halder, Amit Konar
2014	J	`jnl`	A novel binary adaptive weight GSA based feature selection for face recognition using local gradient patterns, modified census transform, and local binary patterns. Eng. Appl. Artif. Intell. Tapabrata Chakraborti, Amitava Chatterjee
2014	J	`jnl`	A novel local extrema based gravitational search algorithm and its application in face recognition using one training image per class. Eng. Appl. Artif. Intell. Tapabrata Chakraborti, Kaushik Das Sharma, Amitava Chatterjee