Search Results for author: Apoorv Dankar

Found 3 papers, 0 papers with code

TabPFGen -- Tabular Data Generation with TabPFN

no code implementations7 Jun 2024 Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony Caterini

Advances in deep generative modelling have not translated well to tabular data.

Improving Knowledge Distillation for BERT Models: Loss Functions, Mapping Methods, and Weight Tuning

no code implementations26 Aug 2023 Apoorv Dankar, Adeem Jassani, Kartikaeya Kumar

The use of large transformer-based models such as BERT, GPT, and T5 has led to significant advancements in natural language processing.

Knowledge Distillation Model Compression

On-chip learning for domain wall synapse based Fully Connected Neural Network

no code implementations25 Nov 2018 Apoorv Dankar, Anand Verma, Utkarsh Saxena, Divya Kaushik, Shouri Chatterjee, Debanjan Bhowmik

Spintronic devices are considered as promising candidates in implementing neuromorphic systems or hardware neural networks, which are expected to perform better than other existing computing systems for certain data classification and regression tasks.

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