Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Jingcai, Rao, Zhijie, Chen, Zhi, Zhou, Jingren, Tao, Dacheng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey
by: Guo, Jingcai, et al.
Published: (2024)
by: Guo, Jingcai, et al.
Published: (2024)
Fine-Grained Zero-Shot Learning with Attribute-Centric Representations
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning
by: Rao, Zhijie, et al.
Published: (2025)
by: Rao, Zhijie, et al.
Published: (2025)
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
by: Chen, Yang, et al.
Published: (2024)
by: Chen, Yang, et al.
Published: (2024)
Learning by Neighbor-Aware Semantics, Deciding by Open-form Flows: Towards Robust Zero-Shot Skeleton Action Recognition
by: Chen, Yang, et al.
Published: (2025)
by: Chen, Yang, et al.
Published: (2025)
Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition
by: Chen, Yang, et al.
Published: (2024)
by: Chen, Yang, et al.
Published: (2024)
Dual Expert Distillation Network for Generalized Zero-Shot Learning
by: Rao, Zhijie, et al.
Published: (2024)
by: Rao, Zhijie, et al.
Published: (2024)
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning
by: Li, Miaoge, et al.
Published: (2024)
by: Li, Miaoge, et al.
Published: (2024)
Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning
by: Liu, Ziming, et al.
Published: (2024)
by: Liu, Ziming, et al.
Published: (2024)
Learning Multi-Modal Prototypes for Cross-Domain Few-Shot Object Detection
by: Wang, Wanqi, et al.
Published: (2026)
by: Wang, Wanqi, et al.
Published: (2026)
Fine-Grained Zero-Shot Object Detection
by: Ma, Hongxu, et al.
Published: (2025)
by: Ma, Hongxu, et al.
Published: (2025)
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
by: Wang, Tianqi, et al.
Published: (2025)
by: Wang, Tianqi, et al.
Published: (2025)
Fine-Grained Zero-Shot Composed Image Retrieval with Complementary Visual-Semantic Integration
by: Ye, Yongcong, et al.
Published: (2026)
by: Ye, Yongcong, et al.
Published: (2026)
STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval
by: Li, Miaoge, et al.
Published: (2026)
by: Li, Miaoge, et al.
Published: (2026)
GR4CIL: Gap-compensated Routing for CLIP-based Class Incremental Learning
by: Wang, Tianqi, et al.
Published: (2026)
by: Wang, Tianqi, et al.
Published: (2026)
Towards Robust and Realistic Human Pose Estimation via WiFi Signals
by: Chen, Yang, et al.
Published: (2025)
by: Chen, Yang, et al.
Published: (2025)
MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)
by: Tu, Rong-Cheng, et al.
Published: (2025)
PMCE: Probabilistic Multi-Granularity Semantics with Caption-Guided Enhancement for Few-Shot Learning
by: Wu, Jiaying, et al.
Published: (2026)
by: Wu, Jiaying, et al.
Published: (2026)
Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models
by: Atabuzzaman, Md., et al.
Published: (2025)
by: Atabuzzaman, Md., et al.
Published: (2025)
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization
by: Deng, Hanqiu, et al.
Published: (2023)
by: Deng, Hanqiu, et al.
Published: (2023)
FiLo++: Zero-/Few-Shot Anomaly Detection by Fused Fine-Grained Descriptions and Deformable Localization
by: Gu, Zhaopeng, et al.
Published: (2025)
by: Gu, Zhaopeng, et al.
Published: (2025)
Distributed Zero-Shot Learning for Visual Recognition
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation
by: Tang, Liyao, et al.
Published: (2025)
by: Tang, Liyao, et al.
Published: (2025)
fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models
by: Sharma, Saurav, et al.
Published: (2025)
by: Sharma, Saurav, et al.
Published: (2025)
Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment
by: Gan, Lubin, et al.
Published: (2025)
by: Gan, Lubin, et al.
Published: (2025)
Prototype-Guided Curriculum Learning for Zero-Shot Learning
by: Wang, Lei, et al.
Published: (2025)
by: Wang, Lei, et al.
Published: (2025)
Visual-Semantic Graph Matching Net for Zero-Shot Learning
by: Duan, Bowen, et al.
Published: (2024)
by: Duan, Bowen, et al.
Published: (2024)
FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization
by: Gu, Zhaopeng, et al.
Published: (2024)
by: Gu, Zhaopeng, et al.
Published: (2024)
LAB-Det: Language as a Domain-Invariant Bridge for Training-Free One-Shot Domain Generalization in Object Detection
by: Zhang, Xu, et al.
Published: (2026)
by: Zhang, Xu, et al.
Published: (2026)
Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges
by: Zhao, Weiguang, et al.
Published: (2023)
by: Zhao, Weiguang, et al.
Published: (2023)
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)
by: Tu, Rong-Cheng, et al.
Published: (2025)
Shallow Deep Learning Can Still Excel in Fine-Grained Few-Shot Learning
by: Qi, Chaofei, et al.
Published: (2025)
by: Qi, Chaofei, et al.
Published: (2025)
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
by: Liu, Kaiting, et al.
Published: (2026)
by: Liu, Kaiting, et al.
Published: (2026)
FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement
by: Hu, Ming, et al.
Published: (2026)
by: Hu, Ming, et al.
Published: (2026)
Few-Shot Object Detection: Research Advances and Challenges
by: Xin, Zhimeng, et al.
Published: (2024)
by: Xin, Zhimeng, et al.
Published: (2024)
Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
by: Qu, Zhen, et al.
Published: (2025)
by: Qu, Zhen, et al.
Published: (2025)
Learning Visual Proxy for Compositional Zero-Shot Learning
by: Zhang, Shiyu, et al.
Published: (2025)
by: Zhang, Shiyu, et al.
Published: (2025)
A Survey on 3D Skeleton Based Person Re-Identification: Taxonomy, Advances, Challenges, and Interdisciplinary Prospects
by: Rao, Haocong, et al.
Published: (2024)
by: Rao, Haocong, et al.
Published: (2024)
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects
by: Xie, Guohuan, et al.
Published: (2025)
by: Xie, Guohuan, et al.
Published: (2025)
Similar Items
-
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey
by: Guo, Jingcai, et al.
Published: (2024) -
Fine-Grained Zero-Shot Learning with Attribute-Centric Representations
by: Chen, Zhi, et al.
Published: (2025) -
Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning
by: Rao, Zhijie, et al.
Published: (2025) -
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
by: Chen, Yang, et al.
Published: (2024) -
Learning by Neighbor-Aware Semantics, Deciding by Open-form Flows: Towards Robust Zero-Shot Skeleton Action Recognition
by: Chen, Yang, et al.
Published: (2025)