1 code implementation • 12 Jun 2022 • Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang
Sequential data naturally have different lengths in many domains, with some very long sequences.
Ranked #4 on Long-range modeling on LRA
1 code implementation • CVPR 2022 • Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang
The overall computing cost of the new building block is as low as $O(N \log N)$.
Ranked #18 on Long-range modeling on LRA
1 code implementation • 6 Jan 2022 • Lei Cheng, Ruslan Khalitov, Tong Yu, Zhirong Yang
Recurrent Neural Networks, Transformers, and Convolutional Neural Networks are three major techniques for learning from sequential data.
1 code implementation • 16 Sep 2021 • Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang
The sparse factorization method is tested for a variety of synthetic and real-world square matrices.
Ranked #17 on Long-range modeling on LRA