Search Results for author: Divya Jyoti Bajpai

Found 3 papers, 1 papers with code

CEEBERT: Cross-Domain Inference in Early Exit BERT

no code implementations23 May 2024 Divya Jyoti Bajpai, Manjesh Kumar Hanawal

Experimental results on five distinct datasets with BERT and ALBERT models demonstrate CeeBERT's ability to improve latency by reducing unnecessary computations with minimal drop in performance.

FAIR: Filtering of Automatically Induced Rules

no code implementations23 Feb 2024 Divya Jyoti Bajpai, Ayush Maheshwari, Manjesh Kumar Hanawal, Ganesh Ramakrishnan

The availability of large annotated data can be a critical bottleneck in training machine learning algorithms successfully, especially when applied to diverse domains.

text-classification Text Classification

I-SplitEE: Image classification in Split Computing DNNs with Early Exits

1 code implementation19 Jan 2024 Divya Jyoti Bajpai, Aastha Jaiswal, Manjesh Kumar Hanawal

The recent advances in Deep Neural Networks (DNNs) stem from their exceptional performance across various domains.

Computational Efficiency Image Classification

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