Amrit Nagarajan
According to our database1,
Amrit Nagarajan
authored at least 6 papers
between 2020 and 2023.
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Bibliography
2023
Trans. Mach. Learn. Res., 2023
Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks.
CoRR, 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