Copertina

Data Agent: Learning to Select Data via End-to-End Dynamic Optimization

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yang, Suorong, Su, Fangjian, Gan, Hai, Ye, Ziqi, Li, Jie, Xu, Baile, Shen, Furao, Poria, Soujanya
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Machine Learning Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Beyond What to Select: A Plug-and-play Oscillatory Data-Volume Scheduling for Efficient Model Training
di: Yang, Suorong, et al.
Pubblicazione: (2026)

When Dynamic Data Selection Meets Data Augmentation
di: Yang, Suorong, et al.
Pubblicazione: (2025)

RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment
di: Yang, Suorong, et al.
Pubblicazione: (2025)

A CLIP-Powered Framework for Robust and Generalizable Data Selection
di: Yang, Suorong, et al.
Pubblicazione: (2024)

EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification
di: Yang, Suorong, et al.
Pubblicazione: (2024)

On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation
di: Yang, Suorong, et al.
Pubblicazione: (2025)

IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation
di: Yang, Suorong, et al.
Pubblicazione: (2025)

Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning
di: Yang, Suorong, et al.
Pubblicazione: (2025)

AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation
di: Yang, Suorong, et al.
Pubblicazione: (2024)

Structure-Level Disentangled Diffusion for Few-Shot Chinese Font Generation
di: Li, Jie, et al.
Pubblicazione: (2026)

Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
di: Chen, Zhongwei, et al.
Pubblicazione: (2025)

Pushing the Limits of Distillation-Based Continual Learning via Classifier-Proximal Lightweight Plugins
di: Xu, Zhiming, et al.
Pubblicazione: (2025)

Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning
di: Tu, Dunwei, et al.
Pubblicazione: (2025)

Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems
di: Dimlioglu, Tolga, et al.
Pubblicazione: (2026)

Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning
di: Yi, Huiyu, et al.
Pubblicazione: (2026)

Towards Realistic Class-Incremental Learning with Free-Flow Increments
di: Xu, Zhiming, et al.
Pubblicazione: (2026)

Dual Prototypes for Adaptive Pre-Trained Model in Class-Incremental Learning
di: Xu, Zhiming, et al.
Pubblicazione: (2024)

Interactive Instance Annotation with Siamese Networks
di: Xu, Xiang, et al.
Pubblicazione: (2025)

Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA
di: Xu, Zibo, et al.
Pubblicazione: (2026)

$Δ$-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation
di: Hu, Jucheng, et al.
Pubblicazione: (2025)

Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving
di: Ge, Junhao, et al.
Pubblicazione: (2025)

Action Images: End-to-End Policy Learning via Multiview Video Generation
di: Zhen, Haoyu, et al.
Pubblicazione: (2026)

ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay
di: Lu, Fanbin, et al.
Pubblicazione: (2025)

Training Multi-Image Vision Agents via End2End Reinforcement Learning
di: Dong, Chengqi, et al.
Pubblicazione: (2025)

OPERA: An Agent for Image Restoration with End-to-End Joint Planning-Execution Optimization
di: Zhu, Feng, et al.
Pubblicazione: (2026)

Evaluation of End-to-End Continuous Spanish Lipreading in Different Data Conditions
di: Gimeno-Gómez, David, et al.
Pubblicazione: (2025)

Enhancing Text-to-Image Generation via End-Edge Collaborative Hybrid Super-Resolution
di: Yi, Chongbin, et al.
Pubblicazione: (2026)

One-shot Optimized Steering Vector for Hallucination Mitigation for VLMs
di: Shi, Youxu, et al.
Pubblicazione: (2026)

End-to-End Learning of Multi-Organ Implicit Surfaces from 3D Medical Imaging Data
di: Zarin, Farahdiba, et al.
Pubblicazione: (2025)

Data Scaling Laws for End-to-End Autonomous Driving
di: Naumann, Alexander, et al.
Pubblicazione: (2025)

Divide and Merge: Motion and Semantic Learning in End-to-End Autonomous Driving
di: Shen, Yinzhe, et al.
Pubblicazione: (2025)

RS2AD: End-to-End Autonomous Driving Data Generation from Roadside Sensor Observations
di: Xing, Ruidan, et al.
Pubblicazione: (2025)

LMVC: An End-to-End Learned Multiview Video Coding Framework
di: Sheng, Xihua, et al.
Pubblicazione: (2025)

Perceptual Learned Image Compression via End-to-End JND-Based Optimization
di: Pakdaman, Farhad, et al.
Pubblicazione: (2024)

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling
di: Guo, Yuwei, et al.
Pubblicazione: (2025)

Enhancing Maritime Situational Awareness through End-to-End Onboard Raw Data Analysis
di: Del Prete, Roberto, et al.
Pubblicazione: (2024)

Toward Robust Multimodal Learning using Multimodal Foundational Models
di: Zhao, Xianbing, et al.
Pubblicazione: (2024)

End-to-End Optimization of Polarimetric Measurement and Material Classifier
di: Maeda, Ryota, et al.
Pubblicazione: (2026)

Augmenting End-to-End Steering Angle Prediction with CAN Bus Data
di: Singh, Amit
Pubblicazione: (2023)

UAV-DETR: Efficient End-to-End Object Detection for Unmanned Aerial Vehicle Imagery
di: Zhang, Huaxiang, et al.
Pubblicazione: (2025)