Pre-trained Vision and Language Transformers Are Few-Shot Incremental
Learners

Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners

2 April 2024

Gyeong-Moon Park

Papers citing "Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners"

14 / 14 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 65 0 0 11 Apr 2025
Few-Shot Class-Incremental Model Attribution Using Learnable Representation From CLIP-ViT Features Hanbyul Lee Juneho Yi DiffM 51 0 0 11 Mar 2025
Brain-inspired analogical mixture prototypes for few-shot class-incremental learning Wanyi Li Wei Wei Yongkang Luo Peng Wang CLL 52 0 0 26 Feb 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
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 43 0 0 09 Feb 2025
Adapter-Enhanced Semantic Prompting for Continual Learning Baocai Yin Ji Zhao Huajie Jiang Ningning Hou Yongli Hu Amin Beheshti Ming-Hsuan Yang Yuankai Qi CLL VLM 102 0 0 15 Dec 2024
CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks Munsif Ali L. Rossi Massimo Bertozzi GAN CLL 26 1 0 17 Oct 2024
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning Yi Yang Lei Zhong Huiping Zhuang 3DPC CLL 42 0 0 18 Sep 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 33 1 0 17 Sep 2024
Online Continuous Generalized Category Discovery Keon-Hee Park Hakyung Lee Kyungwoo Song Gyeong-Moon Park CLL BDL 37 0 0 24 Aug 2024
Parameter-Efficient Active Learning for Foundational models Athmanarayanan Lakshmi Narayanan R. Krishnan Amrutha Machireddy Mahesh Subedar VLM 31 0 0 13 Jun 2024
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
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014