Media Summary: The research paper proposes a novel approach to address **catastrophic forgetting** in large language models (LLMs) during ... This research paper proposes a novel approach to address catastrophic forgetting in large language models (LLMs) during ... In this AI Research Roundup episode, Alex discusses the paper: '

Continual Learning Via Sparse Memory - Detailed Analysis & Overview

The research paper proposes a novel approach to address **catastrophic forgetting** in large language models (LLMs) during ... This research paper proposes a novel approach to address catastrophic forgetting in large language models (LLMs) during ... In this AI Research Roundup episode, Alex discusses the paper: ' Deep convolutional neural networks (CNNs) have achieved remarkable success in computer vision tasks, like image classification ... [06-11-2020] This Friday 5.30pm CET, for the ContinualAI Reading Group, Jeremias Knoblauch presented the paper: Title: ... Recorded at the ML in PL 2019 Conference, the University of Warsaw, 22-24 November 2019. Razvan Pascanu (Google ...

Discover how task similarity drives catastrophic forgetting in neural networks — and what it means for building robust AI systems. [March 26th 2020] ContinualAI Meetup: "Neuroscience-Inspired

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The AI That Can t Forget: Continual Learning via Sparse Memory Finetuning
Continual Learning via Sparse Memory Finetuning (Oct 2025)
Continual Learning via Sparse Memory Finetuning
Sparse Memory Finetuning for Continual LMs
Sparse Memory Finetuning: Continual Learning for LLMs with Minimal Forgetting
Continual Learning and Catastrophic Forgetting
In-memory physical superposition meets few-shot continual learning
ContinualAI RG: "Optimal Continual Learning has Perfect Memory and is NP-hard"
Razvan Pascanu - Continual learning for deep learning and deep reinforcement learning
Task Similarity & Forgetting | Continual Learning Systems | PAMCET
Continual Learning Dilemma - Memory vs. Generalization - August 19, 2020
ContinualAI Meetup: "Neuroscience-Inspired Continual Learning"
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The AI That Can t Forget: Continual Learning via Sparse Memory Finetuning

The AI That Can t Forget: Continual Learning via Sparse Memory Finetuning

The research paper proposes a novel approach to address **catastrophic forgetting** in large language models (LLMs) during ...

Continual Learning via Sparse Memory Finetuning (Oct 2025)

Continual Learning via Sparse Memory Finetuning (Oct 2025)

Title:

Continual Learning via Sparse Memory Finetuning

Continual Learning via Sparse Memory Finetuning

This research paper proposes a novel approach to address catastrophic forgetting in large language models (LLMs) during ...

Sparse Memory Finetuning for Continual LMs

Sparse Memory Finetuning for Continual LMs

In this AI Research Roundup episode, Alex discusses the paper: '

Sparse Memory Finetuning: Continual Learning for LLMs with Minimal Forgetting

Sparse Memory Finetuning: Continual Learning for LLMs with Minimal Forgetting

Sparse Memory

Continual Learning and Catastrophic Forgetting

Continual Learning and Catastrophic Forgetting

A lecture that discusses

In-memory physical superposition meets few-shot continual learning

In-memory physical superposition meets few-shot continual learning

Deep convolutional neural networks (CNNs) have achieved remarkable success in computer vision tasks, like image classification ...

ContinualAI RG: "Optimal Continual Learning has Perfect Memory and is NP-hard"

ContinualAI RG: "Optimal Continual Learning has Perfect Memory and is NP-hard"

[06-11-2020] This Friday 5.30pm CET, for the ContinualAI Reading Group, Jeremias Knoblauch presented the paper: Title: ...

Razvan Pascanu - Continual learning for deep learning and deep reinforcement learning

Razvan Pascanu - Continual learning for deep learning and deep reinforcement learning

Recorded at the ML in PL 2019 Conference, the University of Warsaw, 22-24 November 2019. Razvan Pascanu (Google ...

Task Similarity & Forgetting | Continual Learning Systems | PAMCET

Task Similarity & Forgetting | Continual Learning Systems | PAMCET

Discover how task similarity drives catastrophic forgetting in neural networks — and what it means for building robust AI systems.

Continual Learning Dilemma - Memory vs. Generalization - August 19, 2020

Continual Learning Dilemma - Memory vs. Generalization - August 19, 2020

Marcus Lewis discusses how

ContinualAI Meetup: "Neuroscience-Inspired Continual Learning"

ContinualAI Meetup: "Neuroscience-Inspired Continual Learning"

[March 26th 2020] ContinualAI Meetup: "Neuroscience-Inspired

Continual Learning at Scale - Irina Rish -CoLLAs 2023

Continual Learning at Scale - Irina Rish -CoLLAs 2023

Abstract: One of the objectives of