Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Olfactory-Inspired Sparse Combinatorial Coding for Low-Resource Named Entity Recognition
Working Paper, 2026
Introducing a biological receptor-glomerular bottleneck modeling olfactory priors into sequence models, boosting low-resource NER performance by +6.23% F1 in Bangla and +4.31% F1 in Tamil.
Recommended citation: Deshpande, B. (2026). Olfactory-Inspired Sparse Combinatorial Coding for Low-Resource Named Entity Recognition. arXiv preprint arXiv:2606.21895.
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Dynamic Activity-Dependent Pruning (DADP): A Reverse-Hebbian Structural Plasticity Framework for Neural Networks
Under review, ICLR 2027, 2026
A dynamic structural sparsification algorithm based on biological synapse elimination, achieving 72.79% structural sparsity on VGG-16 while improving CIFAR-10 baseline accuracy by +1.70%.
Recommended citation: Deshpande, B. (2026). Dynamic Activity-Dependent Pruning (DADP): A Reverse-Hebbian Structural Plasticity Framework for Neural Networks. arXiv preprint arXiv:2610.11853 (Under review, ICLR 2027).
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talks
Scalable Acquisition, Synthesis and Curation of Data for Indic LLMs
Published:
Invited research presentation discussing data curation, synthetic pipelines, and high-EQ modeling distributions for low-resource Indic languages.
Beyond Native Scripts: Robust Language Identification for Romanized and Code-Mixed Indian Languages
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Invited talk breaking down custom curriculum training solutions for structural LID tasks in code-mixed and transliterated language environments.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.