Amrit Nagarajan
Orcid: 0000-0002-2847-4721
According to our database1,
Amrit Nagarajan
authored at least 7 papers
between 2020 and 2024.
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Bibliography
2024
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024
Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
2023
Trans. Mach. Learn. Res., 2023
TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
2022
AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
2020
Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models.
CoRR, 2020