Unlocking Transfer Learning for Open-World Few-Shot Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Byeonggeun, Lee, Juntae, Shim, Kyuhong, Chang, Simyung |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning Primitive Relations for Compositional Zero-Shot Learning
by: Lee, Insu, et al.
Published: (2025)
by: Lee, Insu, et al.
Published: (2025)
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device
by: Lee, Juntae, et al.
Published: (2025)
by: Lee, Juntae, et al.
Published: (2025)
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
by: Kim, Eunji, et al.
Published: (2024)
by: Kim, Eunji, et al.
Published: (2024)
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models
by: Kim, Donghoon, et al.
Published: (2025)
by: Kim, Donghoon, et al.
Published: (2025)
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
by: Kim, Donghoon, et al.
Published: (2024)
by: Kim, Donghoon, et al.
Published: (2024)
Revealing Multi-View Hallucination in Large Vision-Language Models
by: Park, Wooje, et al.
Published: (2026)
by: Park, Wooje, et al.
Published: (2026)
Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
by: Lee, Insu, et al.
Published: (2025)
by: Lee, Insu, et al.
Published: (2025)
Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition
by: Ahn, Geo, et al.
Published: (2026)
by: Ahn, Geo, et al.
Published: (2026)
Mutually-Aware Feature Learning for Few-Shot Object Counting
by: Jeon, Yerim, et al.
Published: (2024)
by: Jeon, Yerim, et al.
Published: (2024)
STAR: Semantic-Temporal Adaptive Representation Learning for Few-Shot Action Recognition
by: Liu, Hongli, et al.
Published: (2026)
by: Liu, Hongli, et al.
Published: (2026)
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning
by: Lee, Juntae, et al.
Published: (2025)
by: Lee, Juntae, et al.
Published: (2025)
Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition
by: Michieli, Umberto, et al.
Published: (2024)
by: Michieli, Umberto, et al.
Published: (2024)
Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition
by: Ni, Xinzhe, et al.
Published: (2022)
by: Ni, Xinzhe, et al.
Published: (2022)
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning
by: Oh, Junghun, et al.
Published: (2024)
by: Oh, Junghun, et al.
Published: (2024)
Bidirectional Multimodal Prompt Learning with Scale-Aware Training for Few-Shot Multi-Class Anomaly Detection
by: Lee, Yujin, et al.
Published: (2024)
by: Lee, Yujin, et al.
Published: (2024)
Compositional Few-Shot Class-Incremental Learning
by: Zou, Yixiong, et al.
Published: (2024)
by: Zou, Yixiong, et al.
Published: (2024)
Topology-Aware CLIP Few-Shot Learning
by: Huang, Dazhi
Published: (2025)
by: Huang, Dazhi
Published: (2025)
FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment
by: Kim, Myunsoo, et al.
Published: (2025)
by: Kim, Myunsoo, et al.
Published: (2025)
Transductive Zero-Shot and Few-Shot CLIP
by: Martin, Ségolène, et al.
Published: (2024)
by: Martin, Ségolène, et al.
Published: (2024)
Bayesian Inverse Graphics for Few-Shot Concept Learning
by: Arriaga, Octavio, et al.
Published: (2024)
by: Arriaga, Octavio, et al.
Published: (2024)
Beyond Synthetic Replays: Turning Diffusion Features into Few-Shot Class-Incremental Learning Knowledge
by: Kim, Junsu, et al.
Published: (2025)
by: Kim, Junsu, et al.
Published: (2025)
Evaluation of Few-Shot Learning Methods for Kidney Stone Type Recognition in Ureteroscopy
by: Salazar-Ruiz, Carlos, et al.
Published: (2025)
by: Salazar-Ruiz, Carlos, et al.
Published: (2025)
Can Synthetic Images Conquer Forgetting? Beyond Unexplored Doubts in Few-Shot Class-Incremental Learning
by: Kim, Junsu, et al.
Published: (2025)
by: Kim, Junsu, et al.
Published: (2025)
SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition
by: Huang, Wenbo, et al.
Published: (2024)
by: Huang, Wenbo, et al.
Published: (2024)
Few-Shot Pattern Detection via Template Matching and Regression
by: Jo, Eunchan, et al.
Published: (2025)
by: Jo, Eunchan, 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)
Multimodal Parameter-Efficient Few-Shot Class Incremental Learning
by: D'Alessandro, Marco, et al.
Published: (2023)
by: D'Alessandro, Marco, et al.
Published: (2023)
Efficient Few-Shot Continual Learning in Vision-Language Models
by: Panos, Aristeidis, et al.
Published: (2025)
by: Panos, Aristeidis, et al.
Published: (2025)
DTGen: Generative Diffusion-Based Few-Shot Data Augmentation for Fine-Grained Dirty Tableware Recognition
by: Hao, Lifei, et al.
Published: (2025)
by: Hao, Lifei, et al.
Published: (2025)
Blind to Position, Biased in Language: Probing Mid-Layer Representational Bias in Vision-Language Encoders for Zero-Shot Language-Grounded Spatial Understanding
by: An, Na Min, et al.
Published: (2025)
by: An, Na Min, et al.
Published: (2025)
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning
by: Han, Jizhou, et al.
Published: (2025)
by: Han, Jizhou, et al.
Published: (2025)
Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
by: Kang, Suhyun, et al.
Published: (2024)
by: Kang, Suhyun, et al.
Published: (2024)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection
by: Jung, Min Jae, et al.
Published: (2023)
by: Jung, Min Jae, et al.
Published: (2023)
Local Descriptors Weighted Adaptive Threshold Filtering For Few-Shot Learning
by: Yan, Bingchen
Published: (2024)
by: Yan, Bingchen
Published: (2024)
Balanced Few-Shot Episodic Learning for Accurate Retinal Disease Diagnosis
by: Khale, Jasmaine, et al.
Published: (2025)
by: Khale, Jasmaine, et al.
Published: (2025)
Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases
by: Watzenböck, Clemens, et al.
Published: (2026)
by: Watzenböck, Clemens, et al.
Published: (2026)
A$^2$M$^2$-Net: Adaptively Aligned Multi-Scale Moment for Few-Shot Action Recognition
by: Gao, Zilin, et al.
Published: (2025)
by: Gao, Zilin, et al.
Published: (2025)
Qwen3-VL-Seg: Unlocking Open-World Referring Segmentation with Vision-Language Grounding
by: Yao, Yuan, et al.
Published: (2026)
by: Yao, Yuan, et al.
Published: (2026)
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning
by: Liu, Tian, et al.
Published: (2024)
by: Liu, Tian, et al.
Published: (2024)
Open Set Recognition for Endoscopic Image Classification: A Deep Learning Approach on the Kvasir Dataset
by: Moazzami, Kasra, et al.
Published: (2025)
by: Moazzami, Kasra, et al.
Published: (2025)
Similar Items
-
Learning Primitive Relations for Compositional Zero-Shot Learning
by: Lee, Insu, et al.
Published: (2025) -
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device
by: Lee, Juntae, et al.
Published: (2025) -
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
by: Kim, Eunji, et al.
Published: (2024) -
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models
by: Kim, Donghoon, et al.
Published: (2025) -
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
by: Kim, Donghoon, et al.
Published: (2024)