Aman Timalsina

Researcher, -

Joined

May 2022

Names

Aman Timalsina (Preferred)

Emails

****@buffalo.edu (Confirmed)

,

****@purdue.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

- (other.su)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

Present

Publications

Just read twice: closing the recall gap for recurrent language models
Simran Arora, Aman Timalsina, Aaryan Singhal, Sabri Eyuboglu, Xinyi Zhao, Ashish Rao, Atri Rudra, Christopher Re
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Simple linear attention language models balance the recall-throughput tradeoff
Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, Dylan Zinsley, James Zou, Atri Rudra, Christopher Re
- ES-FoMo-II 2024 Oral
- Readers: Everyone
Simple linear attention language models balance the recall-throughput tradeoff
Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, James Zou, Atri Rudra, Christopher Re
- ICML 2024 Spotlight
- Readers: Everyone
Zoology: Measuring and Improving Recall in Efficient Language Models
Simran Arora, Sabri Eyuboglu, Aman Timalsina, Isys Johnson, Michael Poli, James Zou, Atri Rudra, Christopher Re
- ICLR 2024 poster
- Readers: Everyone
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
Stefano Massaroli, Michael Poli, Daniel Y Fu, Hermann Kumbong, Rom Nishijima Parnichkun, David W. Romero, Aman Timalsina, Quinn McIntyre, Beidi Chen, Atri Rudra, Ce Zhang, Christopher Re, Stefano Ermon, Yoshua Bengio
- NeurIPS 2023 poster
- Readers: Everyone
How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections
Albert Gu, Isys Johnson, Aman Timalsina, Atri Rudra, Christopher Re
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- ICLR 2023 poster
- Readers: Everyone

Co-Authors