Anand Ramachandran

According to our database, Anand Ramachandran authored at least 12 papers between 2015 and 2025.

Collaborative distances:

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

2025

Knowledge Distillation with Training Wheels.

Guanlin Liu, Anand Ramachandran, Tanmay Gangwani, Yan Fu, Abhinav Sethy

CoRR, February, 2025

2024

PandoGen: Generating complete instances of future SARS-CoV-2 sequences using Deep Learning.

Anand Ramachandran, Steven S. Lumetta, Deming Chen

PLoS Comput. Biol., January, 2024

2023

Learning to Retrieve Engaging Follow-Up Queries.

Christopher Richardson, Sudipta Kar, Anjishnu Kumar, Anand Ramachandran, Zeynab Raeesy, Omar Zia Khan, Abhinav Sethy

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2021

HELLO: improved neural network architectures and methodologies for small variant calling.

Anand Ramachandran, Steven S. Lumetta, Eric W. Klee, Deming Chen

BMC Bioinform., 2021

2019

A recurrent Markov state-space generative model for sequences.

Anand Ramachandran, Steven S. Lumetta, Eric W. Klee, Deming Chen

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Deep Learning for Better Variant Calling for Cancer Diagnosis and Treatment.

Anand Ramachandran, Huiren Li, Eric W. Klee, Steven S. Lumetta, Deming Chen

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

GPU Acceleration of Advanced k-mer Counting for Computational Genomics.

Huiren Li, Anand Ramachandran, Deming Chen

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017

Machine learning on FPGAs to face the IoT revolution.

Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

High-performance video content recognition with long-term recurrent convolutional network for FPGA.

Xiaofan Zhang, Xinheng Liu, Anand Ramachandran, Chuanhao Zhuge, Shibin Tang, Peng Ouyang, Zuofu Cheng, Kyle Rupnow, Deming Chen

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

Hardware Acceleration of the Pair-HMM Algorithm for DNA Variant Calling.

Sitao Huang, Gowthami Jayashri Manikandan, Anand Ramachandran, Kyle Rupnow, Wen-mei W. Hwu, Deming Chen

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

2016

BLESS 2: accurate, memory-efficient and fast error correction method.

Yun Heo, Anand Ramachandran, Wen-mei W. Hwu, Jian Ma, Deming Chen

Bioinform., 2016

2015

FPGA accelerated DNA error correction.

Anand Ramachandran, Yun Heo, Wen-mei W. Hwu, Jian Ma, Deming Chen

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015