Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for
Few-Shot Class-Incremental Learning

Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning

2 April 2023

Yonghong Tian

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Papers citing "Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning"

11 / 11 papers shown

Title
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Juntae Lee Munawar Hayat Sungrack Yun CLL 5 0 0 04 Jun 2025
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition George Karantaidis Athanasios Pantsios I. Kompatsiaris Symeon Papadopoulos 31 0 0 26 May 2025
Diffusion Meets Few-shot Class Incremental Learning Junsu Kim Yunhoe Ku Dongyoon Han Seungryul Baek DiffM CLL 198 0 0 30 Mar 2025
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning Jizhou Han Chenhao Ding Yuhang He Songlin Dong Qiang Wang Xinyuan Gao Yihong Gong CLL 103 0 0 27 Mar 2025
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning Kirill Paramonov Mete Ozay Eunju Yang J. Moon Umberto Michieli 107 0 0 28 Jan 2025
Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation Han Zhang Yifei Yao Zixuan Wang Jiayuan Su Mengxuan Li Peng Peng Hongwei Wang CLL 167 0 0 16 Jan 2025
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 240 3 0 01 Nov 2024
Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion Shaoxu Cheng Kanglei Geng Chiyuan He Zihuan Qiu Linfeng Xu Heqian Qiu Lanxiao Wang Qingbo Wu Fanman Meng Hongliang Li CLL 81 0 0 04 Aug 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Guohao Li Ming-Hsuan Yang Liqiang Nie M. Zhang Mamba 97 6 0 08 Jul 2024
Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning Zitong Huang Ze Chen Zhixing Chen Erjin Zhou Xinxing Xu Rick Siow Mong Goh Yong-Jin Liu Wangmeng Zuo Chun-Mei Feng CLL VLM BDL 109 11 0 03 Jan 2024
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 315 4,107 0 17 Jun 2020

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