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Shuran Song

Papers
23

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23papers

Authored papers

23

SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

arXiv 2026

2026

From Prior to Pro: Efficient Skill Mastery via Distribution Contractive RL Finetuning

arXiv 2026

2026

Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

arXiv 2025

2025

Rectified Point Flow: Generic Point Cloud Pose Estimation

arXiv 2025

2025

Unified Video Action Model

arXiv 2025

2025

Efficient Part-level 3D Object Generation via Dual Volume Packing

arXiv 2025

2025

BEHAVIOR Robot Suite: Streamlining Real-World Whole-Body Manipulation for Everyday Household Activities

arXiv 2025

2025

DynaGuide: Steering Diffusion Polices with Active Dynamic Guidance

arXiv 2025

2025

TidyBot++: An Open-Source Holonomic Mobile Manipulator for Robot Learning

arXiv 2024

2024

Language models scale reliably with over-training and on downstream tasks

arXiv 2024

2024

Foundation Models in Robotics: Applications, Challenges, and the Future

arXiv 2023

2023

DataComp: In search of the next generation of multimodal datasets

NeurIPS 2023 11

2023

RoCo: Dialectic Multi-Robot Collaboration with Large Language Models

arXiv 2023

2023

Open X-Embodiment: Robotic Learning Datasets and RT-X Models

arXiv 2023

2023

REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction

arXiv 2023

2023

Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

arXiv 2023

2023

TidyBot: Personalized Robot Assistance with Large Language Models

arXiv 2023

2023

Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition

arXiv 2023

2023

CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation

CVPR 2023 1

2022

Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning

arXiv 2018

2018

Matterport3D: Learning from RGB-D Data in Indoor Environments

arXiv 2017

2017

Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge

arXiv 2016

2016

LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

arXiv 2015

2015

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from 23 papers