HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Zhiguang, Xu, Qianqian, Wen, Peisong, Dai, Siran, Huang, Qingming |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Self-supervised Representation Learning with Local Aggregation for Image-based Profiling
by: Dai, Siran, et al.
Published: (2025)
by: Dai, Siran, et al.
Published: (2025)
Exploring Structural Degradation in Dense Representations for Self-supervised Learning
by: Dai, Siran, et al.
Published: (2025)
by: Dai, Siran, et al.
Published: (2025)
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
by: Liu, Yang, et al.
Published: (2025)
by: Liu, Yang, et al.
Published: (2025)
Semantic Concentration for Self-Supervised Dense Representations Learning
by: Wen, Peisong, et al.
Published: (2025)
by: Wen, Peisong, et al.
Published: (2025)
From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning
by: Liu, Yang, et al.
Published: (2026)
by: Liu, Yang, et al.
Published: (2026)
Bootstrapping Physics-Grounded Video Generation through VLM-Guided Iterative Self-Refinement
by: Liu, Yang, et al.
Published: (2025)
by: Liu, Yang, et al.
Published: (2025)
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification
by: Lu, Zhiguang, et al.
Published: (2024)
by: Lu, Zhiguang, et al.
Published: (2024)
Regularized Contrastive Partial Multi-view Outlier Detection
by: Wang, Yijia, et al.
Published: (2024)
by: Wang, Yijia, et al.
Published: (2024)
HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding
by: Xiao, Linhui, et al.
Published: (2024)
by: Xiao, Linhui, et al.
Published: (2024)
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification
by: Wang, Zitai, et al.
Published: (2024)
by: Wang, Zitai, et al.
Published: (2024)
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation
by: Yang, Pinci, et al.
Published: (2025)
by: Yang, Pinci, et al.
Published: (2025)
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
by: Han, Boyu, et al.
Published: (2024)
by: Han, Boyu, et al.
Published: (2024)
Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain
by: Pei, Gaozheng, et al.
Published: (2025)
by: Pei, Gaozheng, et al.
Published: (2025)
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
by: Meng, Benyuan, et al.
Published: (2024)
by: Meng, Benyuan, et al.
Published: (2024)
Making Training-Free Diffusion Segmentors Scale with the Generative Power
by: Meng, Benyuan, et al.
Published: (2026)
by: Meng, Benyuan, et al.
Published: (2026)
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
by: Cheng, Bo, et al.
Published: (2024)
by: Cheng, Bo, et al.
Published: (2024)
Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering
by: Yu, Ting, et al.
Published: (2024)
by: Yu, Ting, et al.
Published: (2024)
DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling
by: Jung, Kyuheon, et al.
Published: (2024)
by: Jung, Kyuheon, et al.
Published: (2024)
Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization
by: Lv, Henglei, et al.
Published: (2024)
by: Lv, Henglei, et al.
Published: (2024)
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection
by: Yu, Zhipeng, et al.
Published: (2025)
by: Yu, Zhipeng, et al.
Published: (2025)
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
by: Meng, Benyuan, et al.
Published: (2024)
by: Meng, Benyuan, et al.
Published: (2024)
Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation
by: Chen, Harold Haodong, et al.
Published: (2025)
by: Chen, Harold Haodong, et al.
Published: (2025)
FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance
by: Shao, Dian, et al.
Published: (2025)
by: Shao, Dian, et al.
Published: (2025)
FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes
by: Pan, Ziying, et al.
Published: (2024)
by: Pan, Ziying, et al.
Published: (2024)
HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning
by: Yang, Hongji, et al.
Published: (2025)
by: Yang, Hongji, et al.
Published: (2025)
DirMixE: Harnessing Test Agnostic Long-tail Recognition with Hierarchical Label Vartiations
by: Yang, Zhiyong, et al.
Published: (2024)
by: Yang, Zhiyong, et al.
Published: (2024)
HiT: Building Mapping with Hierarchical Transformers
by: Zhang, Mingming, et al.
Published: (2023)
by: Zhang, Mingming, et al.
Published: (2023)
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification
by: Pei, Gaozheng, et al.
Published: (2025)
by: Pei, Gaozheng, et al.
Published: (2025)
HiDiGen: Hierarchical Diffusion for B-Rep Generation with Explicit Topological Constraints
by: Liu, Shurui, et al.
Published: (2026)
by: Liu, Shurui, et al.
Published: (2026)
Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution
by: Qiao, Junbo, et al.
Published: (2024)
by: Qiao, Junbo, et al.
Published: (2024)
A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement
by: Pei, Gaozheng, et al.
Published: (2025)
by: Pei, Gaozheng, et al.
Published: (2025)
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
by: Wu, Tong, et al.
Published: (2024)
by: Wu, Tong, et al.
Published: (2024)
EventRPG: Event Data Augmentation with Relevance Propagation Guidance
by: Sun, Mingyuan, et al.
Published: (2024)
by: Sun, Mingyuan, et al.
Published: (2024)
Fine-grained Metrics for Point Cloud Semantic Segmentation
by: Lu, Zhuheng, et al.
Published: (2024)
by: Lu, Zhuheng, et al.
Published: (2024)
HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models
by: Liang, Huizhi, et al.
Published: (2026)
by: Liang, Huizhi, et al.
Published: (2026)
HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction
by: Cui, Jiaqi, et al.
Published: (2025)
by: Cui, Jiaqi, et al.
Published: (2025)
Rethinking Preference Alignment for Diffusion Models with Classifier-Free Guidance
by: Jiang, Zhou, et al.
Published: (2026)
by: Jiang, Zhou, et al.
Published: (2026)
MedDiff-FT: Data-Efficient Diffusion Model Fine-tuning with Structural Guidance for Controllable Medical Image Synthesis
by: Xie, Jianhao, et al.
Published: (2025)
by: Xie, Jianhao, et al.
Published: (2025)
HiProto: Hierarchical Prototype Learning for Interpretable Object Detection Under Low-quality Conditions
by: Xiang, Jianlin, et al.
Published: (2026)
by: Xiang, Jianlin, et al.
Published: (2026)
Similar Items
-
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval
by: Liu, Yang, et al.
Published: (2024) -
Self-supervised Representation Learning with Local Aggregation for Image-based Profiling
by: Dai, Siran, et al.
Published: (2025) -
Exploring Structural Degradation in Dense Representations for Self-supervised Learning
by: Dai, Siran, et al.
Published: (2025) -
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
by: Liu, Yang, et al.
Published: (2025) -
Semantic Concentration for Self-Supervised Dense Representations Learning
by: Wen, Peisong, et al.
Published: (2025)