Continual Learners are Incremental Model Generalizers

Continual Learners are Incremental Model Generalizers

21 June 2023

Papers citing "Continual Learners are Incremental Model Generalizers"

12 / 12 papers shown

Title
Scalable Strategies for Continual Learning with Replay Truman Hickok CLL 31 0 0 18 May 2025
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Yujin Kim Jaehong Yoon Seonghyeon Ye Sangmin Bae Namgyu Ho Sung Ju Hwang Se-Young Yun KELM 51 10 0 14 Nov 2023
STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment Jaewoo Lee Jaehong Yoon Wonjae Kim Yunji Kim Sung Ju Hwang CLL 47 1 0 12 Oct 2023
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Timm Hess Eli Verwimp Gido M. van de Ven Tinne Tuytelaars CLL 42 9 0 03 Apr 2023
Is forgetting less a good inductive bias for forward transfer? Jiefeng Chen Timothy Nguyen Dilan Görür Arslan Chaudhry CLL 62 14 0 14 Mar 2023
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation Yixuan Wei Han Hu Zhenda Xie Zheng Zhang Yue Cao Jianmin Bao Dong Chen B. Guo CLIP 94 124 0 27 May 2022
Revealing the Dark Secrets of Masked Image Modeling Zhenda Xie Zigang Geng Jingcheng Hu Zheng Zhang Han Hu Yue Cao VLM 199 105 0 26 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 327 7,544 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 401 5,870 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 316 3,387 0 09 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 638 11,762 0 09 Mar 2017
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 186 526 0 27 Jun 2012