"generalization capability" Papers

15 papers found

Can Knowledge Editing Really Correct Hallucinations?

Baixiang Huang, Canyu Chen, Xiongxiao Xu et al.

ICLR 2025arXiv:2410.16251
29
citations

Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining

Guanglu Dong, Tianheng Zheng, Yuanzhouhan Cao et al.

CVPR 2025arXiv:2503.18703
4
citations

D^3: Scaling Up Deepfake Detection by Learning from Discrepancy

Yongqi Yang, Zhihao Qian, Ye Zhu et al.

CVPR 2025arXiv:2404.04584
20
citations

Generative Medical Segmentation

Jiayu Huo, Xi Ouyang, Sébastien Ourselin et al.

AAAI 2025paperarXiv:2403.18198
5
citations

Hierarchical Cross-modal Prompt Learning for Vision-Language Models

Hao Zheng, Shunzhi Yang, Zhuoxin He et al.

ICCV 2025arXiv:2507.14976
6
citations

M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking

Fang Wang, Shenglin Yin, Xiaoying Bai et al.

AAAI 2025paperarXiv:2410.18096
1
citations

Rethinking Out-of-Distribution Detection and Generalization with Collective Behavior Dynamics

Zhenbin Wang, Lei Zhang, Wei Huang et al.

NEURIPS 2025

Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation

Riccardo Corvi, Davide Cozzolino, Ekta Prashnani et al.

NEURIPS 2025arXiv:2506.16802
3
citations

Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective

Zeyu Gan, Yong Liu

ICLR 2025arXiv:2410.01720
15
citations

Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes

Jumin Han, Jun-Hui Kim, Seong-Whan Lee

NEURIPS 2025

UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis

Zemin Yang, Yujing Sun, Xidong Peng et al.

AAAI 2025paperarXiv:2502.06324
1
citations

Conceptual Codebook Learning for Vision-Language Models

Yi Zhang, Ke Yu, Siqi Wu et al.

ECCV 2024arXiv:2407.02350
7
citations

OmniGlue: Generalizable Feature Matching with Foundation Model Guidance

Hanwen Jiang, Arjun Karpur, Bingyi Cao et al.

CVPR 2024arXiv:2405.12979
72
citations

PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts

Zewen Chen, Haina Qin, Juan Wang et al.

ECCV 2024arXiv:2403.04993
17
citations

SOS: Segment Object System for Open-World Instance Segmentation With Object Priors

Christian Wilms, Tim Rolff, Maris N Hillemann et al.

ECCV 2024arXiv:2409.14627
3
citations