2024 Poster "class-incremental learning" Papers

7 papers found

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Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion

Linlan Huang, Xusheng Cao, Haori Lu et al.

ECCV 2024posterarXiv:2407.14143
41
citations

Compositional Few-Shot Class-Incremental Learning

Yixiong Zou, Shanghang Zhang, haichen zhou et al.

ICML 2024poster

Exemplar-free Continual Representation Learning via Learnable Drift Compensation

Alex Gomez-Villa, Dipam Goswami, Kai Wang et al.

ECCV 2024posterarXiv:2407.08536
18
citations

Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning

Depeng Li, Tianqi Wang, Junwei Chen et al.

ICML 2024poster

Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning

Bowen Zheng, Da-Wei Zhou, Han-Jia Ye et al.

ICML 2024poster

One-stage Prompt-based Continual Learning

Youngeun Kim, YUHANG LI, Priyadarshini Panda

ECCV 2024posterarXiv:2402.16189
17
citations

On the Approximation Risk of Few-Shot Class-Incremental Learning

Xuan Wang, Zhong Ji, Xiyao Liu et al.

ECCV 2024poster