Copertina

Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Li, Muquan, Gou, Hang, Ma, Yingyi, Wang, Rongzheng, Qin, Ke, He, Tao
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Mind Your Margin and Boundary: Are Your Distilled Datasets Truly Robust?
di: Li, Muquan, et al.
Pubblicazione: (2026)

Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation
di: Li, Muquan, et al.
Pubblicazione: (2025)

Adaptive Dataset Quantization
di: Li, Muquan, et al.
Pubblicazione: (2024)

Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
di: Li, Muquan, et al.
Pubblicazione: (2024)

Knowing the Answer Isn't Enough: Fixing Reasoning Path Failures in LVLMs
di: Wang, Chaoyang, et al.
Pubblicazione: (2025)

SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation
di: Chen, Sichen, et al.
Pubblicazione: (2024)

Persistent Homology-Guided Frequency Filtering for Image Compression
di: Chintapalli, Anil, et al.
Pubblicazione: (2025)

AnchorSync: Global Consistency Optimization for Long Video Editing
di: Liu, Zichi, et al.
Pubblicazione: (2025)

DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries
di: Zhou, Yikang, et al.
Pubblicazione: (2024)

Leveraging Persistent Homology for Differential Diagnosis of Mild Cognitive Impairment
di: Aithal, Ninad, et al.
Pubblicazione: (2024)

Curriculum Dataset Distillation
di: Ma, Zhiheng, et al.
Pubblicazione: (2024)

AnchorOPT: Towards Optimizing Dynamic Anchors for Adaptive Prompt Learning
di: Li, Zheng, et al.
Pubblicazione: (2025)

Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation
di: Zhao, Yuanpei, et al.
Pubblicazione: (2026)

Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
di: Cui, Xiao, et al.
Pubblicazione: (2025)

AnchorHOI: Zero-shot Generation of 4D Human-Object Interaction via Anchor-based Prior Distillation
di: Dai, Sisi, et al.
Pubblicazione: (2025)

TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
di: Li, Zixu, et al.
Pubblicazione: (2026)

One Pass Is Not Enough: Recursive Latent Refinement for Generative Models
di: Esmaeilzadeh, Mehdi, et al.
Pubblicazione: (2026)

ADC-GS: Anchor-Driven Deformable and Compressed Gaussian Splatting for Dynamic Scene Reconstruction
di: Huang, He, et al.
Pubblicazione: (2025)

When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation
di: Sun, Lin, et al.
Pubblicazione: (2026)

Multimodal Dataset Distillation via Phased Teacher Models
di: Guo, Shengbin, et al.
Pubblicazione: (2026)

PAVE: An End-to-End Dataset for Production Autonomous Vehicle Evaluation
di: Li, Xiangyu, et al.
Pubblicazione: (2025)

GraPHFormer: A Multimodal Graph Persistent Homology Transformer for the Analysis of Neuroscience Morphologies
di: Shah, Uzair, et al.
Pubblicazione: (2026)

Distill Video Datasets into Images
di: Zhao, Zhenghao, et al.
Pubblicazione: (2025)

Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective
di: Zhu, Jinjing, et al.
Pubblicazione: (2025)

DD-Ranking: Rethinking the Evaluation of Dataset Distillation
di: Li, Zekai, et al.
Pubblicazione: (2025)

One Shot is Enough for Sequential Infrared Small Target Segmentation
di: Dan, Bingbing, et al.
Pubblicazione: (2024)

Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval
di: Li, Jiaxing, et al.
Pubblicazione: (2025)

Classification of Histopathology Slides with Persistent Homology Convolutions
di: Pothagoni, Shrunal, et al.
Pubblicazione: (2025)

Latent Video Dataset Distillation
di: Li, Ning, et al.
Pubblicazione: (2025)

Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling
di: Cui, Xiao, et al.
Pubblicazione: (2025)

PromptFix: You Prompt and We Fix the Photo
di: Yu, Yongsheng, et al.
Pubblicazione: (2024)

Dual Learning with Dynamic Knowledge Distillation and Soft Alignment for Partially Relevant Video Retrieval
di: Dong, Jianfeng, et al.
Pubblicazione: (2025)

Inverse Rendering for High-Genus 3D Surface Meshes from Multi-view Images with Persistent Homology Priors
di: Gao, Xiang, et al.
Pubblicazione: (2026)

Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
di: Hirota, Yusuke, et al.
Pubblicazione: (2024)

Uni-ISP: Toward Unifying the Learning of ISPs from Multiple Mobile Cameras
di: Li, Lingen, et al.
Pubblicazione: (2024)

Sharpness-aware Dynamic Anchor Selection for Generalized Category Discovery
di: Peng, Zhimao, et al.
Pubblicazione: (2025)

Identity-preserving Distillation Sampling by Fixed-Point Iterator
di: Kim, SeonHwa, et al.
Pubblicazione: (2025)

DrVideo: Document Retrieval Based Long Video Understanding
di: Ma, Ziyu, et al.
Pubblicazione: (2024)

Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
di: Xiao, Lingao, et al.
Pubblicazione: (2024)

Robust Dataset Distillation by Matching Adversarial Trajectories
di: Lai, Wei, et al.
Pubblicazione: (2025)