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On the Resurgence of Recurrent Models for Long Sequences -- Survey and
  Research Opportunities in the Transformer Era

On the Resurgence of Recurrent Models for Long Sequences -- Survey and Research Opportunities in the Transformer Era

12 February 2024
Matteo Tiezzi
Michele Casoni
Alessandro Betti
Tommaso Guidi
Marco Gori
S. Melacci
ArXivPDFHTML

Papers citing "On the Resurgence of Recurrent Models for Long Sequences -- Survey and Research Opportunities in the Transformer Era"

7 / 7 papers shown
Title
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
Ali Behrouz
Meisam Razaviyayn
Peilin Zhong
Vahab Mirrokni
31
0
0
17 Apr 2025
A Unified Framework for Neural Computation and Learning Over Time
A Unified Framework for Neural Computation and Learning Over Time
S. Melacci
Alessandro Betti
Michele Casoni
Tommaso Guidi
Matteo Tiezzi
Marco Gori
AI4TS
15
0
0
18 Sep 2024
CItruS: Chunked Instruction-aware State Eviction for Long Sequence
  Modeling
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling
Yu Bai
Xiyuan Zou
Heyan Huang
Sanxing Chen
Marc-Antoine Rondeau
Yang Gao
Jackie Chi Kit Cheung
21
3
0
17 Jun 2024
Language Models Need Inductive Biases to Count Inductively
Language Models Need Inductive Biases to Count Inductively
Yingshan Chang
Yonatan Bisk
LRM
32
5
0
30 May 2024
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
Bo Peng
Daniel Goldstein
Quentin G. Anthony
Alon Albalak
Eric Alcaide
...
Bingchen Zhao
Qihang Zhao
Peng Zhou
Jian Zhu
Ruijie Zhu
35
73
0
08 Apr 2024
A Survey on Image-text Multimodal Models
A Survey on Image-text Multimodal Models
Ruifeng Guo
Jingxuan Wei
Linzhuang Sun
Khai Le-Duc
Guiyong Chang
Dawei Liu
Sibo Zhang
Zhengbing Yao
Mingjun Xu
Liping Bu
VLM
21
5
0
23 Sep 2023
Resurrecting Recurrent Neural Networks for Long Sequences
Resurrecting Recurrent Neural Networks for Long Sequences
Antonio Orvieto
Samuel L. Smith
Albert Gu
Anushan Fernando
Çağlar Gülçehre
Razvan Pascanu
Soham De
83
258
0
11 Mar 2023
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