Robot foundation models attempt to generalize across tasks, embodiments, datasets and instructions.
Compare data scale, embodiment coverage, action representation and real robot success rates.
A robotics research paper on TransBiolab: A Real-World Multi-View Dataset of Cluttered Transparent Biomedical Objects.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on GS-Agent: Creating 4D Physical Worlds With Generative Simulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Graph Learning on Ensembles of Cyclic Peptides: An Investigation of Molecular Ensemble Modeling.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on KineBench: Benchmarking Embodied World Models via IDM-Free Kinematic Grounding.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Closing the Lab-to-Store Gap: A Data-Efficient Post-Training and Experience-Driven Learning VLA Framework for Retail Humanoids.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Agentic Real2Sim: Physics-based World Modeling with Vision-Language Agents.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on MEVION: Low-Cost Open-Source Data Collection System for Powerful and High-Speed Dual-Arm Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on IMBench: A Benchmark for Intuitive Robotic Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on SUFLECA: Scaling Up Feature Learning for CAD-to-image Alignment.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Scaling Behavior Foundation Model for Humanoid Robots.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Symbal: Detecting Systematic Misalignments in Model-Generated Captions.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Motion-Conditioned Multi-View Fusion for Myocardial Infarction Localization from Echocardiography.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on RoboTTT: Context Scaling for Robot Policies.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Hierarchical Denoising For Multi-Step Visual Reasoning.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Screening of Biosecurity Features in Metagenomic Data with Evo 2 Probes.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on MetaPerch: Learning from metadata for bioacoustics foundation models.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Leveraging unlabelled data for generalizable neural population decoding.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on VideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders.
Engineering 5.0 · Research 7.0 · Business 4.0