Ramchalam Kinattinkara Ramakrishnan

According to our database, Ramchalam Kinattinkara Ramakrishnan authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Edge-ASR: Towards Low-Bit Quantization of Automatic Speech Recognition Models.

Chen Feng, Yicheng Lin, Shaojie Zhuo, Chenzheng Su, Ramchalam Kinattinkara Ramakrishnan, Zhaocong Yuan, Xiaopeng Zhang

CoRR, July, 2025

OmniDraft: A Cross-vocabulary, Online Adaptive Drafter for On-device Speculative Decoding.

Ramchalam Kinattinkara Ramakrishnan, Zhaocong Yuan, Shaojie Zhuo, Chen Feng, Yicheng Lin, Chenzheng Su, Xiaopeng Zhang

CoRR, July, 2025

2024

Stepping Forward on the Last Mile.

Chen Feng, Shaojie Zhuo, Xiaopeng Zhang, Ramchalam Kinattinkara Ramakrishnan, Zhaocong Yuan, Andrew Zou Li

CoRR, 2024

Stepping Forward on the Last Mile.

Chen Feng, Jay Zhuo, Parker Zhang, Ramchalam Kinattinkara Ramakrishnan, Zhaocong Yuan, Andrew Zou Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

An Empirical Study of Low Precision Quantization for TinyML.

Shaojie Zhuo, Hongyu Chen, Ramchalam Kinattinkara Ramakrishnan, Tommy Chen, Chen Feng, Yicheng Lin, Parker Zhang, Liang Shen

CoRR, 2022

2020

Tensor train decompositions on recurrent networks.

Alejandro Murua, Ramchalam Ramakrishnan, Xinlin Li, Rui Heng Yang, Vahid Partovi Nia

CoRR, 2020

Differentiable Mask for Pruning Convolutional and Recurrent Networks.

Ramchalam Kinattinkara Ramakrishnan, Eyyüb Sari, Vahid Partovi Nia

Proceedings of the 17th Conference on Computer and Robot Vision, 2020

2019

Differentiable Mask Pruning for Neural Networks.

Ramchalam Kinattinkara Ramakrishnan, Eyyüb Sari, Vahid Partovi Nia

CoRR, 2019

Deep Demosaicing for Edge Implementation.

Ramchalam Kinattinkara Ramakrishnan, Shangling Jui, Vahid Partovi Nia

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018

Detection of Errors in Multi-genome Alignments Using Machine Learning Approaches.

Jaspal Singh, Ramchalam Kinattinkara Ramakrishnan, Mathieu Blanchette

Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

RLALIGN: A Reinforcement Learning Approach for Multiple Sequence Alignment.

Ramchalam Kinattinkara Ramakrishnan, Jaspal Singh, Mathieu Blanchette

Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018