"model adaptation" Papers
13 papers found
Conference
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation
Jiaer Xia, Bingkui Tong, Yuhang Zang et al.
ICCV 2025highlightarXiv:2507.02859
3
citations
Conformal Online Learning of Deep Koopman Linear Embeddings
Ben Gao, Jordan Patracone, Stephane Chretien et al.
NEURIPS 2025arXiv:2511.12760
1
citations
Detecting and Pruning Prominent but Detrimental Neurons in Large Language Models
Ameen Ali Ali, Shahar Katz, Lior Wolf et al.
COLM 2025paperarXiv:2507.09185
1
citations
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
Bharat Runwal, Tejaswini Pedapati, Pin-Yu Chen
AAAI 2025paperarXiv:2402.01911
8
citations
On the Robustness Tradeoff in Fine-Tuning
Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley et al.
ICCV 2025arXiv:2503.14836
1
citations
OpenAnimals: Revisiting Person Re-Identification for Animals Towards Better Generalization
Saihui Hou, Panjian Huang, Zengbin Wang et al.
ICCV 2025arXiv:2410.00204
2
citations
Parameter Dynamics of Online Machine Learning and Test-time Adaptation
Jae-Hong Lee
NEURIPS 2025
Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation
Shihao Zhao, Shaozhe Hao, Bojia Zi et al.
ECCV 2024arXiv:2403.07860
16
citations
Epistemic Uncertainty Quantification For Pre-Trained Neural Networks
Hanjing Wang, Qiang Ji
CVPR 2024arXiv:2404.10124
7
citations
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
Yichi Zhang, Yinpeng Dong, Siyuan Zhang et al.
CVPR 2024highlightarXiv:2404.11207
18
citations
One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models
Lin Li, Haoyan Guan, Jianing Qiu et al.
CVPR 2024arXiv:2403.01849
45
citations
Parameter-Efficient Fine-Tuning with Controls
Chi Zhang, Jingpu Cheng, Yanyu Xu et al.
ICML 2024
Test-time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers
Zhao Yutian, Tianjing Zhang, Hui JI
ECCV 2024
4
citations