Cover Image

SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yuan, Bowen, Fu, Yuxia, Wang, Zijian, Luo, Yadan, Huang, Zi
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Color-Oriented Redundancy Reduction in Dataset Distillation
by: Yuan, Bowen, et al.
Published: (2024)

Box-QAymo: Box-Referring VQA Dataset for Autonomous Driving
by: Etchegaray, Djamahl, et al.
Published: (2025)

WisWheat: A Three-Tiered Vision-Language Dataset for Wheat Management
by: Yuan, Bowen, et al.
Published: (2025)

Learning to Align Generative Appearance Priors for Fine-grained Image Retrieval
by: Wang, Shijie, et al.
Published: (2026)

Learning Efficient Unsupervised Satellite Image-based Building Damage Detection
by: Zhang, Yiyun, et al.
Published: (2023)

Language-driven Fine-grained Retrieval
by: Wang, Shijie, et al.
Published: (2025)

Learning to Synergize Semantic and Geometric Priors for Limited-Data Wheat Disease Segmentation
by: Wang, Shijie, et al.
Published: (2026)

Divide-and-Conquer Approach to Holistic Cognition in High-Similarity Contexts with Limited Data
by: Wang, Shijie, et al.
Published: (2026)

Geometry-Guided Self-Supervision for Ultra-Fine-Grained Recognition with Limited Data
by: Wang, Shijie, et al.
Published: (2026)

Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation
by: Wang, Zixin, et al.
Published: (2024)

Vector-Quantized Soft Label Compression for Dataset Distillation
by: Abbasi, Ali, et al.
Published: (2026)

FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning
by: Chen, Zhi, et al.
Published: (2024)

GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene Modeling
by: Zhang, Fengyi, et al.
Published: (2024)

DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
by: Chen, Zhuoxiao, et al.
Published: (2024)

CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving
by: Yang, Huitong, et al.
Published: (2025)

Open-CRB: Towards Open World Active Learning for 3D Object Detection
by: Chen, Zhuoxiao, et al.
Published: (2023)

Find n' Propagate: Open-Vocabulary 3D Object Detection in Urban Environments
by: Etchegaray, Djamahl, et al.
Published: (2024)

Distributed Zero-Shot Learning for Visual Recognition
by: Chen, Zhi, et al.
Published: (2025)

Are Synthetic Videos Useful? A Benchmark for Retrieval-Centric Evaluation of Synthetic Videos
by: Zhao, Zecheng, et al.
Published: (2025)

Test-Time 3D Occupancy Prediction
by: Zhang, Fengyi, et al.
Published: (2025)

TALO: Pushing 3D Vision Foundation Models Towards Globally Consistent Online Reconstruction
by: Zhang, Fengyi, et al.
Published: (2025)

Track Any Peppers: Weakly Supervised Sweet Pepper Tracking Using VLMs
by: Lim, Jia Syuen, et al.
Published: (2024)

Label-Consistent Dataset Distillation with Detector-Guided Refinement
by: Zou, Yawen, et al.
Published: (2025)

Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving
by: Askari, Hossein, et al.
Published: (2025)

Multisize Dataset Condensation
by: He, Yang, et al.
Published: (2024)

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

SC3D: Label-Efficient Outdoor 3D Object Detection via Single Click Annotation
by: Xia, Qiming, et al.
Published: (2024)

VGGT-World: Transforming VGGT into an Autoregressive Geometry World Model
by: Sun, Xiangyu, et al.
Published: (2026)

DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
by: Lim, Jia Syuen, et al.
Published: (2024)

Condensing Action Segmentation Datasets via Generative Network Inversion
by: Ding, Guodong, et al.
Published: (2025)

Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search
by: Song, Zijian, et al.
Published: (2025)

Video Dataset Condensation with Diffusion Models
by: Li, Zhe, et al.
Published: (2025)

Decomposed Distribution Matching in Dataset Condensation
by: Malakshan, Sahar Rahimi, et al.
Published: (2024)

Rate-Distortion Optimized Skip Coding of Region Adaptive Hierarchical Transform Coefficients for MPEG G-PCC
by: Wang, Zehan, et al.
Published: (2024)

Rethinking Dataset Distillation: Hard Truths about Soft Labels
by: Dey, Priyam, et al.
Published: (2026)

DANCE: Dual-View Distribution Alignment for Dataset Condensation
by: Zhang, Hansong, et al.
Published: (2024)

Local Information Matters: Inference Acceleration For Grounded Conversation Generation Models Through Adaptive Local-Aware Token Pruning
by: Bai, Bizhe, et al.
Published: (2025)

A Large-Scale Study on Video Action Dataset Condensation
by: Chen, Yang, et al.
Published: (2024)

Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents
by: Zhang, Zhizhen, et al.
Published: (2025)

CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution
by: Zheng, Xiangxi, et al.
Published: (2026)