Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning
Tasks

Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks

6 February 2024

Dimitris Papailiopoulos

Papers citing "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks"

11 / 11 papers shown

Title
Turbo-ICL: In-Context Learning-Based Turbo Equalization Zihang Song Matteo Zecchin Bipin Rajendran Osvaldo Simeone 27 0 0 09 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 88 0 0 01 May 2025
Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism Aviv Bick Eric P. Xing Albert Gu RALM 81 0 0 22 Apr 2025
Marconi: Prefix Caching for the Era of Hybrid LLMs Rui Pan Zhuang Wang Zhen Jia Can Karakus Luca Zancato Tri Dao Ravi Netravali Yida Wang 87 4 0 28 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 51 3 0 06 Nov 2024
Mitigating Copy Bias in In-Context Learning through Neuron Pruning Ameen Ali Lior Wolf Ivan Titov 27 2 0 02 Oct 2024
An Empirical Study of Mamba-based Language Models R. Waleffe Wonmin Byeon Duncan Riach Brandon Norick V. Korthikanti ... Vartika Singh Jared Casper Jan Kautz M. Shoeybi Bryan Catanzaro 49 62 0 12 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 64 54 0 11 Jun 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 Ré 56 65 0 08 Dec 2023
Neural Networks and the Chomsky Hierarchy Grégoire Delétang Anian Ruoss Jordi Grau-Moya Tim Genewein L. Wenliang ... Chris Cundy Marcus Hutter Shane Legg Joel Veness Pedro A. Ortega UQCV 94 129 0 05 Jul 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 4,424 0 23 Jan 2020