Timalsina, Aman

6 publications

ICMLW 2024 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

ICML 2024 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

ICMLW 2024 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

ICLR 2024 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 2023 How to Train Your HIPPO: State Space Models with Generalized Orthogonal Basis Projections Albert Gu, Isys Johnson, Aman Timalsina, Atri Rudra, Christopher Re

NeurIPS 2023 Laughing Hyena Distillery: Extracting Compact Recurrences from Convolutions Stefano Massaroli, Michael Poli, Dan Fu, Hermann Kumbong, Rom Parnichkun, David Romero, Aman Timalsina, Quinn McIntyre, Beidi Chen, Atri Rudra, Ce Zhang, Christopher Ré, Stefano Ermon, Yoshua Bengio