Saved in:
| Main Authors: | Yadav, Dhenenjay, Sawai, Rohan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2511.04766 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness
by: Kurtz, Yoav, et al.
Published: (2023)
by: Kurtz, Yoav, et al.
Published: (2023)
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization
by: Bonani, Mayara E., et al.
Published: (2023)
by: Bonani, Mayara E., et al.
Published: (2023)
Rein++: Efficient Generalization and Adaptation for Semantic Segmentation with Vision Foundation Models
by: Wei, Zhixiang, et al.
Published: (2025)
by: Wei, Zhixiang, et al.
Published: (2025)
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection
by: Thoreau, Romain, et al.
Published: (2025)
by: Thoreau, Romain, et al.
Published: (2025)
RobustMedSAM: Degradation-Resilient Medical Image Segmentation via Robust Foundation Model Adaptation
by: Li, Jieru, et al.
Published: (2026)
by: Li, Jieru, et al.
Published: (2026)
Robust Adaptation of Foundation Models with Black-Box Visual Prompting
by: Oh, Changdae, et al.
Published: (2024)
by: Oh, Changdae, et al.
Published: (2024)
SelaVPR++: Towards Seamless Adaptation of Foundation Models for Efficient Place Recognition
by: Lu, Feng, et al.
Published: (2025)
by: Lu, Feng, et al.
Published: (2025)
Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization
by: Huang, Yan, et al.
Published: (2025)
by: Huang, Yan, et al.
Published: (2025)
Spectral Rectification for Parameter-Efficient Adaptation of Foundation Models in Colonoscopy Depth Estimation
by: Zhang, Xiaoxian, et al.
Published: (2026)
by: Zhang, Xiaoxian, et al.
Published: (2026)
Learning to Fuse: Modality-Aware Adaptive Scheduling for Robust Multimodal Foundation Models
by: Bennett, Liam, et al.
Published: (2025)
by: Bennett, Liam, et al.
Published: (2025)
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation
by: Fu, Junchen, et al.
Published: (2024)
by: Fu, Junchen, et al.
Published: (2024)
DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Foundation Models
by: Yin, Shicheng, et al.
Published: (2025)
by: Yin, Shicheng, et al.
Published: (2025)
Dual-Foundation Models for Unsupervised Domain Adaptation
by: Cheon, Yerin, et al.
Published: (2026)
by: Cheon, Yerin, et al.
Published: (2026)
SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation
by: Barreiro, Víctor, et al.
Published: (2026)
by: Barreiro, Víctor, et al.
Published: (2026)
DynamicVis: Dynamic Visual Perception for Efficient Remote Sensing Foundation Models
by: Chen, Keyan, et al.
Published: (2025)
by: Chen, Keyan, et al.
Published: (2025)
Efficient Domain-Adaptive Multi-Task Dense Prediction with Vision Foundation Models
by: Kang, Beomseok, et al.
Published: (2025)
by: Kang, Beomseok, et al.
Published: (2025)
MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models
by: Jiang, Jia-Xuan, et al.
Published: (2025)
by: Jiang, Jia-Xuan, et al.
Published: (2025)
Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios
by: Lee, Jeaung, et al.
Published: (2024)
by: Lee, Jeaung, et al.
Published: (2024)
Imbalance-Robust and Sampling-Efficient Continuous Conditional GANs via Adaptive Vicinity and Auxiliary Regularization
by: Ding, Xin, et al.
Published: (2025)
by: Ding, Xin, et al.
Published: (2025)
Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks
by: Luo, Lingxiao, et al.
Published: (2023)
by: Luo, Lingxiao, et al.
Published: (2023)
Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation
by: Dadashzadeh, Amirhossein, et al.
Published: (2025)
by: Dadashzadeh, Amirhossein, et al.
Published: (2025)
Robustness Analysis on Foundational Segmentation Models
by: Schiappa, Madeline Chantry, et al.
Published: (2023)
by: Schiappa, Madeline Chantry, et al.
Published: (2023)
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model
by: Tang, Song, et al.
Published: (2023)
by: Tang, Song, et al.
Published: (2023)
EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation
by: Pei, Baoqi, et al.
Published: (2024)
by: Pei, Baoqi, et al.
Published: (2024)
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation
by: Englert, Brunó B., et al.
Published: (2024)
by: Englert, Brunó B., et al.
Published: (2024)
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
by: Chen, Yaofo, et al.
Published: (2024)
by: Chen, Yaofo, et al.
Published: (2024)
MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
by: Cui, Xiangxiang, et al.
Published: (2026)
by: Cui, Xiangxiang, et al.
Published: (2026)
Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation
by: Lin, Sihao, et al.
Published: (2025)
by: Lin, Sihao, et al.
Published: (2025)
SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments
by: Kothandaraman, Divya, et al.
Published: (2020)
by: Kothandaraman, Divya, et al.
Published: (2020)
Few-shot Adaptation of Multi-modal Foundation Models: A Survey
by: Liu, Fan, et al.
Published: (2024)
by: Liu, Fan, et al.
Published: (2024)
SIGMA: Bridging Structural and Distributional Gaps for Vision Foundation Model Adaptation
by: Xiong, Lingyu, et al.
Published: (2026)
by: Xiong, Lingyu, et al.
Published: (2026)
AdaptFly: Prompt-Guided Adaptation of Foundation Models for Low-Altitude UAV Networks
by: Chen, Jiao, et al.
Published: (2025)
by: Chen, Jiao, et al.
Published: (2025)
LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation
by: Farhadzadeh, Farzad, et al.
Published: (2025)
by: Farhadzadeh, Farzad, et al.
Published: (2025)
ETTA: Efficient Test-Time Adaptation for Vision-Language Models through Dynamic Embedding Updates
by: Dastmalchi, Hamidreza, et al.
Published: (2025)
by: Dastmalchi, Hamidreza, et al.
Published: (2025)
Test-Time Adaptive Object Detection with Foundation Model
by: Gao, Yingjie, et al.
Published: (2025)
by: Gao, Yingjie, et al.
Published: (2025)
Revisiting Vision Language Foundations for No-Reference Image Quality Assessment
by: Yadav, Ankit, et al.
Published: (2025)
by: Yadav, Ankit, et al.
Published: (2025)
MAFM^3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI
by: Qazi, Mohammad Areeb, et al.
Published: (2025)
by: Qazi, Mohammad Areeb, et al.
Published: (2025)
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification
by: Li, Sirui, et al.
Published: (2024)
by: Li, Sirui, et al.
Published: (2024)
REOBench: Benchmarking Robustness of Earth Observation Foundation Models
by: Li, Xiang, et al.
Published: (2025)
by: Li, Xiang, et al.
Published: (2025)
Improved Regularization and Robustness for Fine-tuning in Neural Networks
by: Li, Dongyue, et al.
Published: (2021)
by: Li, Dongyue, et al.
Published: (2021)
Similar Items
-
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness
by: Kurtz, Yoav, et al.
Published: (2023) -
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization
by: Bonani, Mayara E., et al.
Published: (2023) -
Rein++: Efficient Generalization and Adaptation for Semantic Segmentation with Vision Foundation Models
by: Wei, Zhixiang, et al.
Published: (2025) -
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection
by: Thoreau, Romain, et al.
Published: (2025) -
RobustMedSAM: Degradation-Resilient Medical Image Segmentation via Robust Foundation Model Adaptation
by: Li, Jieru, et al.
Published: (2026)