Media Summary: This paper introduces a novel approach for modeling continuous forward kinematic models of soft continuum robots by employing ... A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies Zhigang Kan, Liwen Peng, Yifu Gao, Ning Liu, Linbo Qiao, Dongsheng Li.

A Data Efficient Framework For - Detailed Analysis & Overview

This paper introduces a novel approach for modeling continuous forward kinematic models of soft continuum robots by employing ... A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies Zhigang Kan, Liwen Peng, Yifu Gao, Ning Liu, Linbo Qiao, Dongsheng Li. Authors: Guillaume Le Moing, Phongtharin Vinayavekhin, Don Joven Agravante, Tadanobu Inoue, Jayakorn Vongkulbhisal, Asim ... Chen Gong:Shanghai Jiao Tong University;Rui Xing:Shanghai Jiao Tong University;Zhenzhe Zheng:Shanghai Jiao Tong ... Keywords: Tactile representation learning,

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A Data-efficient Neural ODE Framework for Optimal Control of Soft Manipulators
A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies
(ICML 2026) LAMP: Data-Efficient Weight-Space Models for Parameter-Controlled 3D  Shape Generation
Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge
[rfp0037] LFDe: A Lighter, Faster & More Data-Efficient Pre-training Framework for Event Extraction
[ICASSP'21] Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization
[PoD] Think Multilingual, Not Harder: A Data-Efficient Framework for Teaching LRMs to Code-Switch
KDD 2025 - A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of
Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
A Data-Efficient Model-Based Learning Framework for the Control of Continuum Robots - RoboSoft 2022
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
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A Data-efficient Neural ODE Framework for Optimal Control of Soft Manipulators

A Data-efficient Neural ODE Framework for Optimal Control of Soft Manipulators

This paper introduces a novel approach for modeling continuous forward kinematic models of soft continuum robots by employing ...

A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies

A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies

A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies

(ICML 2026) LAMP: Data-Efficient Weight-Space Models for Parameter-Controlled 3D  Shape Generation

(ICML 2026) LAMP: Data-Efficient Weight-Space Models for Parameter-Controlled 3D Shape Generation

LAMP:

Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge

Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge

Regular paper entitled "Deep-Edge: An

[rfp0037] LFDe: A Lighter, Faster & More Data-Efficient Pre-training Framework for Event Extraction

[rfp0037] LFDe: A Lighter, Faster & More Data-Efficient Pre-training Framework for Event Extraction

Zhigang Kan, Liwen Peng, Yifu Gao, Ning Liu, Linbo Qiao, Dongsheng Li.

[ICASSP'21] Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization

[ICASSP'21] Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization

Authors: Guillaume Le Moing, Phongtharin Vinayavekhin, Don Joven Agravante, Tadanobu Inoue, Jayakorn Vongkulbhisal, Asim ...

[PoD] Think Multilingual, Not Harder: A Data-Efficient Framework for Teaching LRMs to Code-Switch

[PoD] Think Multilingual, Not Harder: A Data-Efficient Framework for Teaching LRMs to Code-Switch

Think Multilingual, Not Harder:

KDD 2025 - A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices

KDD 2025 - A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices

Chen Gong:Shanghai Jiao Tong University;Rui Xing:Shanghai Jiao Tong University;Zhenzhe Zheng:Shanghai Jiao Tong ...

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of

Title: DataFlow: An LLM-Driven

Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning

Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning

This paper introduces

A Data-Efficient Model-Based Learning Framework for the Control of Continuum Robots - RoboSoft 2022

A Data-Efficient Model-Based Learning Framework for the Control of Continuum Robots - RoboSoft 2022

X. Wang and N. Rojas, “

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Paper: https://arxiv.org/pdf/2006.10738.pdf Code: https://github.com/mit-han-lab/

Data-Efficient Tactile Representation Learning with Generalization | UniT Demo

Data-Efficient Tactile Representation Learning with Generalization | UniT Demo

Keywords: Tactile representation learning,