ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Bendou, Yassir, Ouasfi, Amine, Gripon, Vincent, Boukhayma, Adnane |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries
by: Ouasfi, Amine, et al.
Published: (2024)
by: Ouasfi, Amine, et al.
Published: (2024)
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization
by: Younes, Mae, et al.
Published: (2024)
by: Younes, Mae, et al.
Published: (2024)
Unsupervised Occupancy Learning from Sparse Point Cloud
by: Ouasfi, Amine, et al.
Published: (2024)
by: Ouasfi, Amine, et al.
Published: (2024)
MUKA: Multi Kernel Audio Adaptation Of Audio-Language Models
by: Bensaid, Reda, et al.
Published: (2026)
by: Bensaid, Reda, et al.
Published: (2026)
LLM meets Vision-Language Models for Zero-Shot One-Class Classification
by: Bendou, Yassir, et al.
Published: (2024)
by: Bendou, Yassir, et al.
Published: (2024)
Toward Robust Neural Reconstruction from Sparse Point Sets
by: Ouasfi, Amine, et al.
Published: (2024)
by: Ouasfi, Amine, et al.
Published: (2024)
Sparfels: Fast Reconstruction from Sparse Unposed Imagery
by: Jena, Shubhendu, et al.
Published: (2025)
by: Jena, Shubhendu, et al.
Published: (2025)
SLAD : Shared LoRA Adapters for Task Specific Distillation
by: Bensaid, Reda, et al.
Published: (2026)
by: Bensaid, Reda, et al.
Published: (2026)
Few-Shot Multi-Human Neural Rendering Using Geometry Constraints
by: li, Qian, et al.
Published: (2025)
by: li, Qian, et al.
Published: (2025)
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes
by: Lafargue, Raphael, et al.
Published: (2024)
by: Lafargue, Raphael, et al.
Published: (2024)
GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning
by: Jena, Shubhendu, et al.
Published: (2024)
by: Jena, Shubhendu, et al.
Published: (2024)
3DSS: 3D Surface Splatting for Inverse Rendering
by: Younes, Mae, et al.
Published: (2026)
by: Younes, Mae, et al.
Published: (2026)
Anti-Aliased 2D Gaussian Splatting
by: Younes, Mae, et al.
Published: (2025)
by: Younes, Mae, et al.
Published: (2025)
TextureSplat: Per-Primitive Texture Mapping for Reflective Gaussian Splatting
by: Younes, Mae, et al.
Published: (2025)
by: Younes, Mae, et al.
Published: (2025)
Object-Centric Cropping for Visual Few-Shot Classification
by: Abdali, Aymane, et al.
Published: (2025)
by: Abdali, Aymane, et al.
Published: (2025)
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting
by: Jena, Shubhendu, et al.
Published: (2025)
by: Jena, Shubhendu, et al.
Published: (2025)
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models
by: Silva-Rodríguez, Julio, et al.
Published: (2023)
by: Silva-Rodríguez, Julio, et al.
Published: (2023)
VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation
by: Xu, Changhua, et al.
Published: (2026)
by: Xu, Changhua, et al.
Published: (2026)
Efficient Few-Shot Continual Learning in Vision-Language Models
by: Panos, Aristeidis, et al.
Published: (2025)
by: Panos, Aristeidis, et al.
Published: (2025)
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models
by: Bensaid, Reda, et al.
Published: (2024)
by: Bensaid, Reda, et al.
Published: (2024)
Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning
by: Mandalika, Sriram
Published: (2025)
by: Mandalika, Sriram
Published: (2025)
Semi-Supervised Few-Shot Adaptation of Vision-Language Models
by: Silva-Rodríguez, Julio, et al.
Published: (2026)
by: Silva-Rodríguez, Julio, et al.
Published: (2026)
Low-Rank Few-Shot Adaptation of Vision-Language Models
by: Zanella, Maxime, et al.
Published: (2024)
by: Zanella, Maxime, et al.
Published: (2024)
ReHARK: Refined Hybrid Adaptive RBF Kernels for Robust One-Shot Vision-Language Adaptation
by: Islam, Md Jahidul
Published: (2026)
by: Islam, Md Jahidul
Published: (2026)
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
by: Mitra, Chancharik, et al.
Published: (2024)
by: Mitra, Chancharik, et al.
Published: (2024)
Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation
by: Ding, Kun, et al.
Published: (2024)
by: Ding, Kun, et al.
Published: (2024)
Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models
by: Khoury, Karim El, et al.
Published: (2025)
by: Khoury, Karim El, et al.
Published: (2025)
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)
Efficient Few-Shot Learning for Edge AI via Knowledge Distillation on MobileViT
by: Tsuyuki, Shuhei, et al.
Published: (2026)
by: Tsuyuki, Shuhei, et al.
Published: (2026)
Towards Efficient and General-Purpose Few-Shot Misclassification Detection for Vision-Language Models
by: Zeng, Fanhu, et al.
Published: (2025)
by: Zeng, Fanhu, et al.
Published: (2025)
Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models
by: Li, Xudong, et al.
Published: (2024)
by: Li, Xudong, et al.
Published: (2024)
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)
Efficient Few-Shot Learning in Remote Sensing: Fusing Vision and Vision-Language Models
by: Chua, Jia Yun, et al.
Published: (2025)
by: Chua, Jia Yun, et al.
Published: (2025)
RibPull: Implicit Occupancy Fields and Medial Axis Extraction for CT Ribcage Scans
by: Nikolakakis, Emmanouil, et al.
Published: (2025)
by: Nikolakakis, Emmanouil, et al.
Published: (2025)
Cluster-Aware Prompt Ensemble Learning for Few-Shot Vision-Language Model Adaptation
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
Complementary Subspace Low-Rank Adaptation of Vision-Language Models for Few-Shot Classification
by: Wang, Zhongqi, et al.
Published: (2025)
by: Wang, Zhongqi, et al.
Published: (2025)
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation
by: Mrabah, Nairouz, et al.
Published: (2025)
by: Mrabah, Nairouz, et al.
Published: (2025)
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning
by: Wang, Ye, et al.
Published: (2024)
by: Wang, Ye, et al.
Published: (2024)
In-Context Adaptation of VLMs for Few-Shot Cell Detection in Optical Microscopy
by: Ganguly, Shreyan, et al.
Published: (2025)
by: Ganguly, Shreyan, et al.
Published: (2025)
Enhancing Vision-Language Few-Shot Adaptation with Negative Learning
by: Zhang, Ce, et al.
Published: (2024)
by: Zhang, Ce, et al.
Published: (2024)
Similar Items
-
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries
by: Ouasfi, Amine, et al.
Published: (2024) -
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization
by: Younes, Mae, et al.
Published: (2024) -
Unsupervised Occupancy Learning from Sparse Point Cloud
by: Ouasfi, Amine, et al.
Published: (2024) -
MUKA: Multi Kernel Audio Adaptation Of Audio-Language Models
by: Bensaid, Reda, et al.
Published: (2026) -
LLM meets Vision-Language Models for Zero-Shot One-Class Classification
by: Bendou, Yassir, et al.
Published: (2024)