"incremental learning" Papers

15 papers found

Enhancing Robustness in Incremental Learning with Adversarial Training

Seungju Cho, Hongsin Lee, Changick Kim

AAAI 2025paperarXiv:2312.03289
4
citations

Mastering Task Arithmetic: $\tau$Jp as a Key Indicator for Weight Disentanglement

Kotaro Yoshida, Yuji Naraki, Takafumi Horie et al.

ICLR 2025

OW-OVD: Unified Open World and Open Vocabulary Object Detection

Xing Xi, Yangyang Huang, Ronghua Luo et al.

CVPR 2025
3
citations

Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning

Jiong Yin, Liang Li, Jiehua Zhang et al.

ICCV 2025arXiv:2507.21588
1
citations

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

Jiaxiang Gou, Luping Ji, Pei Liu et al.

AAAI 2025paperarXiv:2410.10573
9
citations

Semantic Aware Representation Learning for Lifelong Learning

Fahad Sarfraz, Elahe Arani, Bahram Zonooz

ICLR 2025

An Effective Dynamic Gradient Calibration Method for Continual Learning

Weichen Lin, Jiaxiang Chen, Ruomin Huang et al.

ICML 2024arXiv:2407.20956
2
citations

An Incremental Unified Framework for Small Defect Inspection

Jiaqi Tang, Hao Lu, Xiaogang Xu et al.

ECCV 2024arXiv:2312.08917
22
citations

Anytime Continual Learning for Open Vocabulary Classification

Zhen Zhu, Yiming Gong, Derek Hoiem

ECCV 2024arXiv:2409.08518
8
citations

Augmenting Decision with Hypothesis in Reinforcement Learning

Nguyen Minh Quang, Hady Lauw

ICML 2024

Improving Plasticity in Online Continual Learning via Collaborative Learning

Maorong Wang, Nicolas Michel, Ling Xiao et al.

CVPR 2024arXiv:2312.00600
21
citations

Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation

Chang Liu, Giulia Rizzoli, Pietro Zanuttigh et al.

ECCV 2024arXiv:2407.13363
5
citations

Semi-supervised Open-World Object Detection

Sahal Shaji Mullappilly, Abhishek Singh Gehlot, Rao Muhammad Anwer et al.

AAAI 2024paperarXiv:2402.16013
15
citations

Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation

Yunhe Gao

CVPR 2024arXiv:2306.02416
31
citations

UNIKD: UNcertainty-Filtered Incremental Knowledge Distillation for Neural Implicit Representation

Mengqi GUO, Chen Li, Hanlin Chen et al.

ECCV 2024arXiv:2212.10950
3
citations