Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Junghwan, Cho, Woojin, Heo, Junhyuk, Kwon, Darongsae, Lee, Kookjin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion Model
by: Immanuel, Steve Andreas, et al.
Published: (2025)
by: Immanuel, Steve Andreas, et al.
Published: (2025)
Fourier-Modulated Implicit Neural Representation for Multispectral Satellite Image Compression
by: Cho, Woojin, et al.
Published: (2025)
by: Cho, Woojin, et al.
Published: (2025)
SeMoBridge: Semantic Modality Bridge for Efficient Few-Shot Adaptation of CLIP
by: Timmermann, Christoph, et al.
Published: (2025)
by: Timmermann, Christoph, et al.
Published: (2025)
MANGO: A Global Single-Date Paired Dataset for Mangrove Segmentation
by: Heo, Junhyuk, et al.
Published: (2026)
by: Heo, Junhyuk, et al.
Published: (2026)
Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation
by: Chi, Zhixiang, et al.
Published: (2025)
by: Chi, Zhixiang, et al.
Published: (2025)
FLAME: Physics-Guided Neural Operators for Onboard Satellite Methane Detection in Hyperspectral Imagery
by: Heo, Junhyuk, et al.
Published: (2026)
by: Heo, Junhyuk, et al.
Published: (2026)
Test-Time Adaptation for Depth Completion
by: Park, Hyoungseob, et al.
Published: (2024)
by: Park, Hyoungseob, et al.
Published: (2024)
IPEC: Test-Time Incremental Prototype Enhancement Classifier for Few-Shot Learning
by: Liao, Wenwen, et al.
Published: (2026)
by: Liao, Wenwen, et al.
Published: (2026)
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
by: Lee, Jonghyun, et al.
Published: (2024)
by: Lee, Jonghyun, et al.
Published: (2024)
Stylized Text-to-Motion Generation via Hypernetwork-Driven Low-Rank Adaptation
by: Jeon, Junhyuk, et al.
Published: (2026)
by: Jeon, Junhyuk, et al.
Published: (2026)
EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems
by: Ma, Xiao, et al.
Published: (2025)
by: Ma, Xiao, et al.
Published: (2025)
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers
by: Grigore, Diana-Nicoleta, et al.
Published: (2024)
by: Grigore, Diana-Nicoleta, et al.
Published: (2024)
Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation
by: Li, Gengxu, et al.
Published: (2025)
by: Li, Gengxu, et al.
Published: (2025)
Weight Averaging for Out-of-Distribution Generalization and Few-Shot Domain Adaptation
by: Xu, Shijian
Published: (2025)
by: Xu, Shijian
Published: (2025)
When Test-Time Adaptation Meets Self-Supervised Models
by: Han, Jisu, et al.
Published: (2025)
by: Han, Jisu, et al.
Published: (2025)
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance
by: Nam, Giung, et al.
Published: (2024)
by: Nam, Giung, et al.
Published: (2024)
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
by: Yuan, Shen, et al.
Published: (2024)
by: Yuan, Shen, et al.
Published: (2024)
A Bag of Tricks for Few-Shot Class-Incremental Learning
by: Roy, Shuvendu, et al.
Published: (2024)
by: Roy, Shuvendu, et al.
Published: (2024)
XTransfer: Modality-Agnostic Few-Shot Model Transfer for Human Sensing at the Edge
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework
by: Yang, Zhengwei, et al.
Published: (2024)
by: Yang, Zhengwei, et al.
Published: (2024)
Curriculum Learning for Few-Shot Domain Adaptation in CT-based Airway Tree Segmentation
by: Jacovella, Maxime, et al.
Published: (2024)
by: Jacovella, Maxime, et al.
Published: (2024)
Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
by: Kang, Suhyun, et al.
Published: (2024)
by: Kang, Suhyun, et al.
Published: (2024)
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages
by: Farina, Matteo, et al.
Published: (2025)
by: Farina, Matteo, et al.
Published: (2025)
Similarity of Neural Architectures using Adversarial Attack Transferability
by: Hwang, Jaehui, et al.
Published: (2022)
by: Hwang, Jaehui, et al.
Published: (2022)
Teamwork: Collaborative Diffusion with Low-rank Coordination and Adaptation
by: Sartor, Sam, et al.
Published: (2025)
by: Sartor, Sam, et al.
Published: (2025)
STAG: Structural Test-time Alignment of Gradients for Online Adaptation
by: Shin, Juhyeon, et al.
Published: (2024)
by: Shin, Juhyeon, et al.
Published: (2024)
MedBN: Robust Test-Time Adaptation against Malicious Test Samples
by: Park, Hyejin, et al.
Published: (2024)
by: Park, Hyejin, et al.
Published: (2024)
FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation
by: Bai, Yunwei, et al.
Published: (2024)
by: Bai, Yunwei, et al.
Published: (2024)
HLQ: Fast and Efficient Backpropagation via Hadamard Low-rank Quantization
by: Kim, Seonggon, et al.
Published: (2024)
by: Kim, Seonggon, et al.
Published: (2024)
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing
by: Hong, Inpyo, et al.
Published: (2024)
by: Hong, Inpyo, et al.
Published: (2024)
Buffer layers for Test-Time Adaptation
by: Kim, Hyeongyu, et al.
Published: (2025)
by: Kim, Hyeongyu, et al.
Published: (2025)
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning
by: Lee, Juntae, et al.
Published: (2025)
by: Lee, Juntae, et al.
Published: (2025)
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution
by: Özdemir, Zeynep, et al.
Published: (2024)
by: Özdemir, Zeynep, et al.
Published: (2024)
Auxiliary Descriptive Knowledge for Few-Shot Adaptation of Vision-Language Model
by: Lee, SuBeen, et al.
Published: (2025)
by: Lee, SuBeen, et al.
Published: (2025)
CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation
by: Singha, Mainak, et al.
Published: (2026)
by: Singha, Mainak, et al.
Published: (2026)
Few-Shot Learning with Class Imbalance
by: Ochal, Mateusz, et al.
Published: (2021)
by: Ochal, Mateusz, et al.
Published: (2021)
Aspect-Based Few-Shot Learning
by: van Engeland, Tim, et al.
Published: (2024)
by: van Engeland, Tim, et al.
Published: (2024)
Self-Bootstrapping for Versatile Test-Time Adaptation
by: Niu, Shuaicheng, et al.
Published: (2025)
by: Niu, Shuaicheng, et al.
Published: (2025)
Parameter-Selective Continual Test-Time Adaptation
by: Tian, Jiaxu, et al.
Published: (2024)
by: Tian, Jiaxu, et al.
Published: (2024)
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
by: Su, Yongyi, et al.
Published: (2024)
by: Su, Yongyi, et al.
Published: (2024)
Similar Items
-
Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion Model
by: Immanuel, Steve Andreas, et al.
Published: (2025) -
Fourier-Modulated Implicit Neural Representation for Multispectral Satellite Image Compression
by: Cho, Woojin, et al.
Published: (2025) -
SeMoBridge: Semantic Modality Bridge for Efficient Few-Shot Adaptation of CLIP
by: Timmermann, Christoph, et al.
Published: (2025) -
MANGO: A Global Single-Date Paired Dataset for Mangrove Segmentation
by: Heo, Junhyuk, et al.
Published: (2026) -
Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation
by: Chi, Zhixiang, et al.
Published: (2025)