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 ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on AISPA: User-Centric System Prompt Auditing for Large Language Model Applications.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Explicit Kinematic Guidance from Analytic Concepts for Vision-Language-Action Models.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on SeasonStereo: Robust Dense Stereo Matching for Multi-Date Satellite Imagery via Generative AI.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Anatomy Contextualized Adaption of CT Foundation Models.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Empirical Evaluation of Out-Of-Distribution Performance of Tabular Foundation Models.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on CHARM: A Multimodal Graph Foundation Model with Hierarchical Context Modeling for Zero-Shot Transfer.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on MMOE: Modernizing Diffusion Transformers with Efficient Expert Design.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Data Pyramid for Embodied Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on $N_0$-VTLA: Scaling Vision-Tactile-Language-Action Model with Latent Tactile Tokens.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Phylogenetic signal in marine mammal and bird vocalizations captured by audio foundation models: the limited benefit of domain-specific pretraining.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Interpretable EEG biomarkers with bag-of-waves: Spatial and temporal waveform dictionaries for low-data regimes.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on SM4RT: Learning Structured Motion Geometry for 4D Reconstruction.
Engineering 5.0 · Research 7.0 · Business 4.0
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