AI research papers explained visually

Understand the method, evidence, and limits—not just the abstract

Publicly shareable paper PDFs only (25 MB max)
View an English example

Research papers explained in plain English

Robotics / NVIDIA / English

Grasp-MPC: Closed-Loop Visual Grasping via Value-Guided Model Predictive Control

Jun Yamada, Adithyavairavan Murali, Ajay Mandlekar, Clemens Eppner, Ingmar Posner, and Balakumar Sundaralingam · ICRA 2026 · arXiv:2509.06201

arXiv 2509.062017/26/2026
An open-loop robot follows an outdated grasp target after the object shifts.
An open-loop robot follows an outdated grasp target after the object shifts.
Robotics / NVIDIA / English

Self-Improving Vision-Language-Action Models with Data Generation via Residual RL

Wenli Xiao et al. · ICLR 2026 conference paper · Primary paper

arXiv 2511.000917/26/2026
Trending nowA frozen generalist enters failure regions that polished demonstrations rarely cover
A frozen generalist enters failure regions that polished demonstrations rarely cover
Robotics / NVIDIA / English

GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

NVIDIA technical report on arXiv (arXiv:2503.14734, version 2, 27 March 2025). This is not presented as a peer-reviewed conference paper.

arXiv 2503.147347/26/2026
A pyramid connects broad human experience to scarce robot demonstrations
A pyramid connects broad human experience to scarce robot demonstrations
Robotics / Humanoid / English

HOVER: Versatile Neural Whole-Body Controller for Humanoid Robots

Tairan He et al. · arXiv:2410.21229v2 · ICRA 2025 · Primary paper

arXiv 2410.212297/26/2026
Human motion is matched to robot body points, filtered for feasibility, and used for oracle practice.
Human motion is matched to robot body points, filtered for feasibility, and used for oracle practice.
Robotics / Humanoid / English

OmniH2O: Universal and Dexterous Human-to-Humanoid Whole-Body Teleoperation and Learning

Tairan He, Zhengyi Luo, Xialin He, Wenli Xiao, Chong Zhang, Weinan Zhang, Kris Kitani, Changliu Liu, and Guanya Shi · arXiv:2406.08858 · submitted 13 June 2024 · paper

arXiv 2406.088587/26/2026
Human motion is retargeted, filtered, and augmented with stable poses
Human motion is retargeted, filtered, and augmented with stable poses

FAQ

AI paper explainer FAQ

How is PaperBridge different from an AI paper summarizer?

A typical summarizer compresses the abstract and conclusion. PaperBridge also explains mechanisms, evidence quality, ablations, limitations, and practical meaning with original diagrams.

How can I find or submit a paper?

Search by title, paste an arXiv, paper-page, or public PDF link, or sign in and upload a public paper PDF. Existing reports open immediately; missing language versions can be generated.

Which languages are supported?

The public library currently focuses on Chinese, English, and Japanese reports. The generation workflow also supports Spanish.