Learning by Imagining: Debiased Feature Augmentation for Compositional Zero-Shot Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Haozhe, Jing, Chenchen, Liu, Mingyu, Wang, Qingsheng, Chen, Hao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning Visual Proxy for Compositional Zero-Shot Learning
by: Zhang, Shiyu, et al.
Published: (2025)
by: Zhang, Shiyu, et al.
Published: (2025)
Semantically Guided Dynamic Visual Prototype Refinement for Compositional Zero-Shot Learning
by: Peng, Zhong, et al.
Published: (2025)
by: Peng, Zhong, et al.
Published: (2025)
EVA: Mixture-of-Experts Semantic Variant Alignment for Compositional Zero-Shot Learning
by: Zhang, Xiao, et al.
Published: (2025)
by: Zhang, Xiao, et al.
Published: (2025)
Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning
by: Li, Yun, et al.
Published: (2024)
by: Li, Yun, et al.
Published: (2024)
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024)
by: Hou, Wenjin, et al.
Published: (2024)
Compositional Zero-Shot Learning: A Survey
by: Munir, Ans, et al.
Published: (2025)
by: Munir, Ans, et al.
Published: (2025)
CSCNET: Class-Specified Cascaded Network for Compositional Zero-Shot Learning
by: Zhang, Yanyi, et al.
Published: (2024)
by: Zhang, Yanyi, et al.
Published: (2024)
FlowComposer: Composable Flows for Compositional Zero-Shot Learning
by: He, Zhenqi, et al.
Published: (2026)
by: He, Zhenqi, et al.
Published: (2026)
Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning
by: Rao, Zhijie, et al.
Published: (2025)
by: Rao, Zhijie, et al.
Published: (2025)
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning
by: Dai, Fengyuan, et al.
Published: (2024)
by: Dai, Fengyuan, et al.
Published: (2024)
Prompting Language-Informed Distribution for Compositional Zero-Shot Learning
by: Bao, Wentao, et al.
Published: (2023)
by: Bao, Wentao, et al.
Published: (2023)
CAMS: Towards Compositional Zero-Shot Learning via Gated Cross-Attention and Multi-Space Disentanglement
by: Yang, Pan, et al.
Published: (2025)
by: Yang, Pan, et al.
Published: (2025)
Representation-Level Counterfactual Calibration for Debiased Zero-Shot Recognition
by: Peng, Pei, et al.
Published: (2025)
by: Peng, Pei, et al.
Published: (2025)
Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training
by: Li, Yun, et al.
Published: (2024)
by: Li, Yun, et al.
Published: (2024)
High-Discriminative Attribute Feature Learning for Generalized Zero-Shot Learning
by: Lei, Yu, et al.
Published: (2024)
by: Lei, Yu, et al.
Published: (2024)
Composition-Incremental Learning for Compositional Generalization
by: Li, Zhen, et al.
Published: (2025)
by: Li, Zhen, et al.
Published: (2025)
Data-Free Generalized Zero-Shot Learning
by: Tang, Bowen, et al.
Published: (2024)
by: Tang, Bowen, et al.
Published: (2024)
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning
by: Wang, Yue, et al.
Published: (2025)
by: Wang, Yue, et al.
Published: (2025)
MAC: A Benchmark for Multiple Attributes Compositional Zero-Shot Learning
by: Xu, Shuo, et al.
Published: (2024)
by: Xu, Shuo, et al.
Published: (2024)
FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior
by: Chen, Zhekai, et al.
Published: (2024)
by: Chen, Zhekai, et al.
Published: (2024)
Diversified Augmentation with Domain Adaptation for Debiased Video Temporal Grounding
by: Ren, Junlong, et al.
Published: (2025)
by: Ren, Junlong, et al.
Published: (2025)
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
by: Geng, Yuxia, et al.
Published: (2024)
by: Geng, Yuxia, et al.
Published: (2024)
Learning Primitive Relations for Compositional Zero-Shot Learning
by: Lee, Insu, et al.
Published: (2025)
by: Lee, Insu, et al.
Published: (2025)
$\text{H}^2$em: Learning Hierarchical Hyperbolic Embeddings for Compositional Zero-Shot Learning
by: Li, Lin, et al.
Published: (2025)
by: Li, Lin, 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)
CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation
by: Cao, Yukang, et al.
Published: (2024)
by: Cao, Yukang, et al.
Published: (2024)
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition
by: Li, Rongchang, et al.
Published: (2024)
by: Li, Rongchang, et al.
Published: (2024)
Boosting Few-Shot Learning via Attentive Feature Regularization
by: Zhu, Xingyu, et al.
Published: (2024)
by: Zhu, Xingyu, et al.
Published: (2024)
Distributed Zero-Shot Learning for Visual Recognition
by: Chen, Zhi, et al.
Published: (2025)
by: Chen, Zhi, et al.
Published: (2025)
Decoupling Endpoint and Semantic Transition Learning for Zero-Shot Composed Image Retrieval
by: Liu, Mingyu, et al.
Published: (2026)
by: Liu, Mingyu, et al.
Published: (2026)
Structure-aware Prompt Adaptation from Seen to Unseen for Open-Vocabulary Compositional Zero-Shot Learning
by: Duan, Yihang, et al.
Published: (2026)
by: Duan, Yihang, et al.
Published: (2026)
Hybrid Discriminative Attribute-Object Embedding Network for Compositional Zero-Shot Learning
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Prompt-Based Continual Compositional Zero-Shot Learning
by: Maryam, Sauda, et al.
Published: (2025)
by: Maryam, Sauda, et al.
Published: (2025)
Visual Adaptive Prompting for Compositional Zero-Shot Learning
by: Stein, Kyle, et al.
Published: (2025)
by: Stein, Kyle, et al.
Published: (2025)
TOMCAT: Test-time Comprehensive Knowledge Accumulation for Compositional Zero-Shot Learning
by: Yan, Xudong, et al.
Published: (2025)
by: Yan, Xudong, et al.
Published: (2025)
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
by: Dehdashtian, Sepehr, et al.
Published: (2024)
by: Dehdashtian, Sepehr, et al.
Published: (2024)
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning
by: Nema, Parinita, et al.
Published: (2025)
by: Nema, Parinita, et al.
Published: (2025)
Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
by: Qu, Zhen, et al.
Published: (2025)
by: Qu, Zhen, 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)
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning
by: Yan, Xudong, et al.
Published: (2024)
by: Yan, Xudong, et al.
Published: (2024)
Similar Items
-
Learning Visual Proxy for Compositional Zero-Shot Learning
by: Zhang, Shiyu, et al.
Published: (2025) -
Semantically Guided Dynamic Visual Prototype Refinement for Compositional Zero-Shot Learning
by: Peng, Zhong, et al.
Published: (2025) -
EVA: Mixture-of-Experts Semantic Variant Alignment for Compositional Zero-Shot Learning
by: Zhang, Xiao, et al.
Published: (2025) -
Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning
by: Li, Yun, et al.
Published: (2024) -
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024)