Publications

PRIVATEEDIT: A Privacy-Preserving Pipeline for Face-Centric Generative Image Editing

Dipesh Tamboli, Vineet Punyamoorty, Atharv Pawar, Vaneet Aggarwal

IEEE Transactions on Artificial Intelligence (TAI)

BalancedDPO: Adaptive Multi-Metric Alignment

Dipesh Tamboli, Souradip Chakraborty, Aditya Malusare, Biplab Banerjee, Amrit Singh Bedi, Vaneet Aggarwal

Transactions on Machine Learning Research (TMLR)

TARo: Token-level Adaptive Routing for LLM Test-time Alignment

Arushi Rai, Qiang Zhang, Hanqing Zeng, Yunkai Zhang, Dipesh Tamboli, Xiangjun Fan, Zhuokai Zhao, Lizhu Zhang

Findings of the Association for Computational Linguistics (ACL Findings)

Exploring System 1 and 2 communication for latent reasoning in LLMs

Julian Coda-Forno, Zhuokai Zhao, Qiang Zhang, Dipesh Tamboli, Weiwei Li, Xiangjun Fan, Lizhu Zhang, Eric Schulz, Hsiao-Ping Tseng

Workshop on Foundations of Reasoning in Language Models (FoRLM), NeurIPS 2025

Reinforced Sequential Decision-Making for Sepsis Treatment: The PosNegDM Framework with Mortality Classifier and Transformer

Dipesh Tamboli, Jiayu Chen, Kiran Pranesh Jotheeswaran, Denny Yu, Vaneet Aggarwal

IEEE Journal of Biomedical and Health Informatics (JBHI)

Understanding the natural language of DNA using encoder–decoder foundation models with byte-level precision

Aditya Malusare, Harish Kothandaraman, Dipesh Tamboli, Nadia A. Lanman, Vaneet Aggarwal

Bioinformatics Advances (Oxford University Press)

Multi-task Hierarchical Adversarial Inverse Reinforcement Learning

Jiayu Chen, Dipesh Tamboli, Tian Lan, Vaneet Aggarwal

International Conference on Machine Learning (ICML)

Domain Adaptive Few-Shot Open-Set Learning

Debabrata Pal, Deeptej More, Sai Bhargav, Dipesh Tamboli, Vaneet Aggarwal, Biplab Banerjee

IEEE/CVF International Conference on Computer Vision (ICCV)

Care-X

Under review at IEEE Journal of Biomedical and Health Informatics

Fast design of plasmonic metasurfaces enabled by deep learning

Abhishek Mall, Abhijeet Patil, Dipesh Tamboli, Amit Sethi, Anshuman Kumar

Journal of Physics D: Applied Physics

Multi-source open-set deep adversarial domain adaptation

Sayan Rakshit, Dipesh Tamboli, Pragati Shuddhodhan Meshram, Biplab Banerjee, Gemma Roig, Subhasis Chaudhuri

European Conference on Computer Vision (ECCV)

Breast cancer histopathology image classification and localization using multiple instance learning

Abhijeet Patil, Dipesh Tamboli, Swati Meena, Deepak Anand, Amit Sethi

IEEE WIE Conference on Electrical and Computer Engineering (WIECON-ECE)

Image-based phenotyping of diverse rice (Oryza sativa L.) genotypes

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

ICLR Workshop on Computer Vision for Agriculture (CV4A)

RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework

Advait Kumar*, Dipesh Tamboli*, Shivam Pande, Biplab Banerjee

International Geoscience and Remote Sensing Symposium (IGARSS)

Saliency-driven class impressions for feature visualization of deep neural networks

Sravanti Addepalli*, Dipesh Tamboli*, R. Venkatesh Babu, Biplab Banerjee

IEEE International Conference on Image Processing (ICIP)

Surface thermal treatment (STT): benchmarking physical, mechanical and durability properties of yellow poplar - a comparative study of surface thermal treatment (STT) and ThermoWood treatment (TW)

Jue Mo, Liang Liang, Dylan Willard, Dipesh Tamboli, Armando G. McDonald, Eva Haviarova

Journal of Building Engineering, Volume 130, 117043

BRIDLE: Generalized Self-supervised Learning with Quantization

Hoang M. Nguyen, Satya N. Shukla, Qiang Zhang, Hanchao Yu, Sreya D. Roy, Dipesh Tamboli, Taipeng Tian, Lingjiong Zhu, Yuchen Liu

arXiv preprint

Towards Trustworthy Generative AI: Privacy, Alignment, and Applications

Dipesh Hemchandra Tamboli

PhD Dissertation, Purdue University

Kuiper: Moderated Asynchronous Federated Learning on Heterogeneous Mobile Devices with Non-IID Data

Dipesh Tamboli, Pranjal Jain, Atul Sharma, Biplab Banerjee, Saurabh Bagchi, Somali Chaterji

Preprint

Prediction of the color change of surface thermally treated wood by artificial neural network

Jue Mo, Dipesh Tamboli, Eva Haviarova

European Journal of Wood and Wood Products

Explaining decision of model from its prediction

Dipesh Tamboli

arXiv preprint (literature review)