Linear Complexity Randomized Self-attention Mechanism

Linear Complexity Randomized Self-attention Mechanism

10 April 2022

Lingpeng Kong

Papers citing "Linear Complexity Randomized Self-attention Mechanism"

10 / 10 papers shown

Title
Linear Attention Sequence Parallelism Weigao Sun Zhen Qin Dong Li Xuyang Shen Yu Qiao Yiran Zhong 68 2 0 03 Apr 2024
Efficient Attention via Control Variates Lin Zheng Jianbo Yuan Chong-Jun Wang Lingpeng Kong 19 18 0 09 Feb 2023
The Devil in Linear Transformer Zhen Qin Xiaodong Han Weixuan Sun Dongxu Li Lingpeng Kong Nick Barnes Yiran Zhong 29 69 0 19 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 39 9 0 14 Oct 2022
ABC: Attention with Bounded-memory Control Hao Peng Jungo Kasai Nikolaos Pappas Dani Yogatama Zhaofeng Wu Lingpeng Kong Roy Schwartz Noah A. Smith 61 22 0 06 Oct 2021
Ripple Attention for Visual Perception with Sub-quadratic Complexity Lin Zheng Huijie Pan Lingpeng Kong 19 3 0 06 Oct 2021
Combiner: Full Attention Transformer with Sparse Computation Cost Hongyu Ren H. Dai Zihang Dai Mengjiao Yang J. Leskovec Dale Schuurmans Bo Dai 73 77 0 12 Jul 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,604 0 24 Feb 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 2,009 0 28 Jul 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 238 578 0 12 Mar 2020