Balancing the Causal Effects in Class-Incremental Learning

Balancing the Causal Effects in Class-Incremental Learning

15 February 2024

Papers citing "Balancing the Causal Effects in Class-Incremental Learning"

10 / 10 papers shown

Title
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 76 15 0 19 Jun 2023
Is forgetting less a good inductive bias for forward transfer? Jiefeng Chen Timothy Nguyen Dilan Görür Arslan Chaudhry CLL 55 14 0 14 Mar 2023
Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mingxu Tao Yansong Feng Dongyan Zhao CLL KELM 19 10 0 02 Mar 2023
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Junhao Zheng Zhanxian Liang Haibin Chen Qianli Ma CML 72 13 0 08 Oct 2022
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System Elahe Arani F. Sarfraz Bahram Zonooz CLL 60 121 0 29 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 222 150 0 07 Oct 2021
Uncovering Main Causalities for Long-tailed Information Extraction Guoshun Nan Jiaqi Zeng Rui Qiao Zhijiang Guo Wei Lu CML 52 46 0 11 Sep 2021
Distilling Causal Effect of Data in Class-Incremental Learning Xinting Hu Kaihua Tang C. Miao Xiansheng Hua Hanwang Zhang CML 163 174 0 02 Mar 2021
Adversarial Continual Learning Sayna Ebrahimi Franziska Meier Roberto Calandra Trevor Darrell Marcus Rohrbach CLL VLM 140 195 0 21 Mar 2020