Bridging the Semantic Chasm: Synergistic Conceptual Anchoring for Generalized Few-Shot and Zero-Shot OOD Perception
Fuente:
arXiv
Guardado en:
| Autores principales: | Christoforos, Alexandros, Jenkins, Sarah, Brown, Michael, Pham, Tuan, Chen, David |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring
por: Fu, Hao, et al.
Publicado: (2024)
por: Fu, Hao, et al.
Publicado: (2024)
Transductive Zero-Shot and Few-Shot CLIP
por: Martin, Ségolène, et al.
Publicado: (2024)
por: Martin, Ségolène, et al.
Publicado: (2024)
Semantic-Anchored, Class Variance-Optimized Clustering for Robust Semi-Supervised Few-Shot Learning
por: Maji, Souvik, et al.
Publicado: (2025)
por: Maji, Souvik, et al.
Publicado: (2025)
Fourier-Attentive Representation Learning: A Fourier-Guided Framework for Few-Shot Generalization in Vision-Language Models
por: Pham, Hieu Dinh Trung, et al.
Publicado: (2025)
por: Pham, Hieu Dinh Trung, et al.
Publicado: (2025)
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain
por: Badawi, Maged, et al.
Publicado: (2024)
por: Badawi, Maged, et al.
Publicado: (2024)
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot
por: Abdollahzadeh, Milad, et al.
Publicado: (2023)
por: Abdollahzadeh, Milad, et al.
Publicado: (2023)
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark
por: Broni-Bediako, Clifford, et al.
Publicado: (2024)
por: Broni-Bediako, Clifford, et al.
Publicado: (2024)
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
por: Liu, Han, et al.
Publicado: (2024)
por: Liu, Han, et al.
Publicado: (2024)
Simple Semantic-Aided Few-Shot Learning
por: Zhang, Hai, et al.
Publicado: (2023)
por: Zhang, Hai, et al.
Publicado: (2023)
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer
por: Chen, Xinyue, et al.
Publicado: (2024)
por: Chen, Xinyue, et al.
Publicado: (2024)
Beyond Visual Cues: Leveraging General Semantics as Support for Few-Shot Segmentation
por: Wang, Jin, et al.
Publicado: (2025)
por: Wang, Jin, et al.
Publicado: (2025)
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
por: Hou, Wenjin, et al.
Publicado: (2024)
por: Hou, Wenjin, et al.
Publicado: (2024)
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation
por: Jia, Yuyu, et al.
Publicado: (2024)
por: Jia, Yuyu, et al.
Publicado: (2024)
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning
por: Jiang, Huajie, et al.
Publicado: (2025)
por: Jiang, Huajie, et al.
Publicado: (2025)
NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection
por: Ansari, Amirhossein, et al.
Publicado: (2025)
por: Ansari, Amirhossein, et al.
Publicado: (2025)
Multi-Text Guided Few-Shot Semantic Segmentation
por: Jiao, Qiang, et al.
Publicado: (2025)
por: Jiao, Qiang, et al.
Publicado: (2025)
Few-Shot Semantic Segmentation Meets SAM3
por: Tsai, Yi-Jen, et al.
Publicado: (2026)
por: Tsai, Yi-Jen, et al.
Publicado: (2026)
SSVP: Synergistic Semantic-Visual Prompting for Industrial Zero-Shot Anomaly Detection
por: Fu, Chenhao, et al.
Publicado: (2026)
por: Fu, Chenhao, et al.
Publicado: (2026)
Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models
por: Scius-Bertrand, Anna, et al.
Publicado: (2024)
por: Scius-Bertrand, Anna, et al.
Publicado: (2024)
Few-Part-Shot Font Generation
por: Akiba, Masaki, et al.
Publicado: (2025)
por: Akiba, Masaki, et al.
Publicado: (2025)
SeMoBridge: Semantic Modality Bridge for Efficient Few-Shot Adaptation of CLIP
por: Timmermann, Christoph, et al.
Publicado: (2025)
por: Timmermann, Christoph, et al.
Publicado: (2025)
AirShot: Efficient Few-Shot Detection for Autonomous Exploration
por: Wang, Zihan, et al.
Publicado: (2024)
por: Wang, Zihan, et al.
Publicado: (2024)
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model
por: Feng, Chen-Bin, et al.
Publicado: (2024)
por: Feng, Chen-Bin, et al.
Publicado: (2024)
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection
por: Chen, Ruoyu, et al.
Publicado: (2025)
por: Chen, Ruoyu, et al.
Publicado: (2025)
Unlocking Compositional Generalization in Continual Few-Shot Learning
por: Nguyen-Lam, Phu-Quy, et al.
Publicado: (2026)
por: Nguyen-Lam, Phu-Quy, et al.
Publicado: (2026)
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
por: Chen, Zhi, et al.
Publicado: (2025)
por: Chen, Zhi, et al.
Publicado: (2025)
Synthetic Prior for Few-Shot Drivable Head Avatar Inversion
por: Zielonka, Wojciech, et al.
Publicado: (2025)
por: Zielonka, Wojciech, et al.
Publicado: (2025)
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation
por: Chen, Jiayi, et al.
Publicado: (2024)
por: Chen, Jiayi, et al.
Publicado: (2024)
Visual-Semantic Graph Matching Net for Zero-Shot Learning
por: Duan, Bowen, et al.
Publicado: (2024)
por: Duan, Bowen, et al.
Publicado: (2024)
ContextVLM: Zero-Shot and Few-Shot Context Understanding for Autonomous Driving using Vision Language Models
por: Sural, Shounak, et al.
Publicado: (2024)
por: Sural, Shounak, et al.
Publicado: (2024)
Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection
por: Huang, Chaoqin, et al.
Publicado: (2023)
por: Huang, Chaoqin, et al.
Publicado: (2023)
A Feature Generator for Few-Shot Learning
por: Kanagalingam, Heethanjan, et al.
Publicado: (2024)
por: Kanagalingam, Heethanjan, et al.
Publicado: (2024)
Generalized Few-Shot Out-of-Distribution Detection
por: Li, Pinxuan, et al.
Publicado: (2025)
por: Li, Pinxuan, et al.
Publicado: (2025)
Novel Semantic Prompting for Zero-Shot Action Recognition
por: Iqbal, Salman, et al.
Publicado: (2026)
por: Iqbal, Salman, et al.
Publicado: (2026)
Decomposed Prototype Learning for Few-Shot Scene Graph Generation
por: Li, Xingchen, et al.
Publicado: (2023)
por: Li, Xingchen, et al.
Publicado: (2023)
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning
por: Heyden, William, et al.
Publicado: (2023)
por: Heyden, William, et al.
Publicado: (2023)
Zero-Shot Image Harmonization with Generative Model Prior
por: Chen, Jianqi, et al.
Publicado: (2023)
por: Chen, Jianqi, et al.
Publicado: (2023)
FSMODNet: A Closer Look at Few-Shot Detection in Multispectral Data
por: Nkegoum, Manuel, et al.
Publicado: (2025)
por: Nkegoum, Manuel, et al.
Publicado: (2025)
From Words to Wavelengths: VLMs for Few-Shot Multispectral Object Detection
por: Nkegoum, Manuel, et al.
Publicado: (2025)
por: Nkegoum, Manuel, et al.
Publicado: (2025)
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation
por: Wang, Jin, et al.
Publicado: (2024)
por: Wang, Jin, et al.
Publicado: (2024)
Ejemplares similares
-
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring
por: Fu, Hao, et al.
Publicado: (2024) -
Transductive Zero-Shot and Few-Shot CLIP
por: Martin, Ségolène, et al.
Publicado: (2024) -
Semantic-Anchored, Class Variance-Optimized Clustering for Robust Semi-Supervised Few-Shot Learning
por: Maji, Souvik, et al.
Publicado: (2025) -
Fourier-Attentive Representation Learning: A Fourier-Guided Framework for Few-Shot Generalization in Vision-Language Models
por: Pham, Hieu Dinh Trung, et al.
Publicado: (2025) -
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain
por: Badawi, Maged, et al.
Publicado: (2024)