Compositional Few-Shot Class-Incremental Learning

Compositional Few-Shot Class-Incremental Learning

27 May 2024

Yixiong Zou

Shanghang Zhang

Papers citing "Compositional Few-Shot Class-Incremental Learning"

7 / 7 papers shown

Title
Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning Kyle Stein A. Mahyari Guillermo Francia III Eman El-Sheikh CLL 67 0 0 11 Apr 2025
The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation Yuhan Liu Yixiong Zou Yuhua Li Ruixuan Li 45 0 0 27 Mar 2025
Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning M. A. Ma'sum Mahardhika Pratama Igor Skrjanc CLL 46 0 0 12 Feb 2025
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Guohao Li Liqiang Nie Min Zhang Mamba 41 5 0 08 Jul 2024
Reliability of CKA as a Similarity Measure in Deep Learning Mohammad-Javad Davari Stefan Horoi A. Natik Guillaume Lajoie Guy Wolf Eugene Belilovsky AAML 91 36 0 28 Oct 2022
On the Soft-Subnetwork for Few-shot Class Incremental Learning Haeyong Kang Jaehong Yoon Sultan Rizky Hikmawan Madjid Sung Ju Hwang Chang D. Yoo CLL 47 41 0 15 Sep 2022
Recent Advances of Continual Learning in Computer Vision: An Overview Haoxuan Qu Hossein Rahmani Li Xu Bryan M. Williams Jun Liu VLM CLL 25 73 0 23 Sep 2021