EFSA: Episodic Few-Shot Adaptation for Text-to-Image Retrieval
Fuente:
arXiv
Saved in:
| Main Authors: | Huzaifa, Muhammad, Kementchedjhieva, Yova |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA
by: Shoer, Belal, et al.
Published: (2025)
by: Shoer, Belal, et al.
Published: (2025)
The Devil is in the EOS: Sequence Training for Detailed Image Captioning
by: Mohamed, Abdelrahman, et al.
Published: (2025)
by: Mohamed, Abdelrahman, et al.
Published: (2025)
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation
by: Chen, Xiaofu, et al.
Published: (2025)
by: Chen, Xiaofu, et al.
Published: (2025)
Long Story Short: Disentangling Compositionality and Long-Caption Understanding in Contrastive VLMs
by: Salazar, Israfel, et al.
Published: (2025)
by: Salazar, Israfel, et al.
Published: (2025)
Noise is an Efficient Learner for Zero-Shot Vision-Language Models
by: Imam, Raza, et al.
Published: (2025)
by: Imam, Raza, et al.
Published: (2025)
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models
by: Imam, Raza, et al.
Published: (2024)
by: Imam, Raza, et al.
Published: (2024)
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data
by: Zhang, Jie, et al.
Published: (2024)
by: Zhang, Jie, et al.
Published: (2024)
Do Vision and Language Models Share Concepts? A Vector Space Alignment Study
by: Li, Jiaang, et al.
Published: (2023)
by: Li, Jiaang, et al.
Published: (2023)
LLMs Can Compensate for Deficiencies in Visual Representations
by: Takishita, Sho, et al.
Published: (2025)
by: Takishita, Sho, et al.
Published: (2025)
Few Shots Text to Image Retrieval: New Benchmarking Dataset and Optimization Methods
by: Idan, Ofer, et al.
Published: (2026)
by: Idan, Ofer, et al.
Published: (2026)
LinguDistill: Recovering Linguistic Ability in Vision-Language Models via Selective Cross-Modal Distillation
by: Irawan, Patrick Amadeus, et al.
Published: (2026)
by: Irawan, Patrick Amadeus, et al.
Published: (2026)
PrAda: Few-Shot Visual Adaptation for Text-Prompted Segmentation
by: Rosi, Gabriele, et al.
Published: (2026)
by: Rosi, Gabriele, et al.
Published: (2026)
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)
VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors
by: Shahgir, Haz Sameen, et al.
Published: (2026)
by: Shahgir, Haz Sameen, et al.
Published: (2026)
Balanced Few-Shot Episodic Learning for Accurate Retinal Disease Diagnosis
by: Khale, Jasmaine, et al.
Published: (2025)
by: Khale, Jasmaine, et al.
Published: (2025)
Prototype-Driven Adaptation for Few-Shot Object Detection
by: Huang, Yushen, et al.
Published: (2025)
by: Huang, Yushen, et al.
Published: (2025)
Few-Shot Adaptation of Grounding DINO for Agricultural Domain
by: Singh, Rajhans, et al.
Published: (2025)
by: Singh, Rajhans, et al.
Published: (2025)
Few-Shot Domain Adaptation for Learned Image Compression
by: Zhang, Tianyu, et al.
Published: (2024)
by: Zhang, Tianyu, et al.
Published: (2024)
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation
by: He, Xingxin, et al.
Published: (2025)
by: He, Xingxin, et al.
Published: (2025)
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
by: Li, Yayuan, et al.
Published: (2024)
by: Li, Yayuan, et al.
Published: (2024)
Low-Rank Few-Shot Adaptation of Vision-Language Models
by: Zanella, Maxime, et al.
Published: (2024)
by: Zanella, Maxime, et al.
Published: (2024)
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)
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
by: Baklouti, Ghassen, et al.
Published: (2025)
by: Baklouti, Ghassen, et al.
Published: (2025)
Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
by: Li, Lin, et al.
Published: (2026)
by: Li, Lin, et al.
Published: (2026)
Towards Lifelong Few-Shot Customization of Text-to-Image Diffusion
by: Song, Nan, et al.
Published: (2024)
by: Song, Nan, et al.
Published: (2024)
Multi-Text Guided Few-Shot Semantic Segmentation
by: Jiao, Qiang, et al.
Published: (2025)
by: Jiao, Qiang, et al.
Published: (2025)
Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation
by: Ding, Kun, et al.
Published: (2024)
by: Ding, Kun, et al.
Published: (2024)
MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition
by: Xing, Jiazheng, et al.
Published: (2023)
by: Xing, Jiazheng, et al.
Published: (2023)
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)
Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
by: Li, Yu, et al.
Published: (2025)
by: Li, Yu, et al.
Published: (2025)
CNN and ViT Efficiency Study on Tiny ImageNet and DermaMNIST Datasets
by: Amangeldi, Aidar, et al.
Published: (2025)
by: Amangeldi, Aidar, 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)
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model
by: Xiao, Aoran, et al.
Published: (2024)
by: Xiao, Aoran, et al.
Published: (2024)
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)
Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation
by: Nie, Jiahao, et al.
Published: (2026)
by: Nie, Jiahao, et al.
Published: (2026)
Frozen Feature Augmentation for Few-Shot Image Classification
by: Bär, Andreas, et al.
Published: (2024)
by: Bär, Andreas, et al.
Published: (2024)
Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement
by: Ren, Yunhan, et al.
Published: (2025)
by: Ren, Yunhan, et al.
Published: (2025)
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation
by: Silva-Rodríguez, Julio, et al.
Published: (2025)
by: Silva-Rodríguez, Julio, 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)
Similar Items
-
A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA
by: Shoer, Belal, et al.
Published: (2025) -
The Devil is in the EOS: Sequence Training for Detailed Image Captioning
by: Mohamed, Abdelrahman, et al.
Published: (2025) -
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation
by: Chen, Xiaofu, et al.
Published: (2025) -
Long Story Short: Disentangling Compositionality and Long-Caption Understanding in Contrastive VLMs
by: Salazar, Israfel, et al.
Published: (2025) -
Noise is an Efficient Learner for Zero-Shot Vision-Language Models
by: Imam, Raza, et al.
Published: (2025)