Open-HumanScale: An Open Recipe for Scaling Human and Robot Experience for Embodied Foundation Models Paper • 2611.06817 • Published 4 days ago • 20
PyRUA-DataFarm: LLM Agent as a Cost-Efficient Teleoperator for Real-Ready Robot Data Paper • 2611.05320 • Published 4 days ago • 27
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence Paper • 2609.39222 • Published Sep 30 • 24
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success Rate but 65% Fewer Tokens Paper • 2610.01939 • Published 26 days ago • 24
CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion Paper • 2610.29915 • Published 18 days ago • 13
MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers Paper • 2610.06801 • Published Oct 5 • 36
World Action Learning via Interaction-Centric Spectral Latent Guidance Paper • 2610.03607 • Published Oct 2 • 31
ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation Paper • 2608.04436 • Published Aug 5 • 58
RoboCoach: World Models as Active Coaches for Compositional Robot Skills Paper • 2609.39685 • Published Sep 30 • 12
Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation Paper • 2610.02368 • Published Oct 1 • 55
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning Paper • 2610.12458 • Published Oct 8 • 14
Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation Paper • 2610.02368 • Published Oct 1 • 55
HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining Paper • 2606.20521 • Published Jun 18 • 13
StableVLA: Towards Robust Vision-Language-Action Models without Extra Data Paper • 2605.18287 • Published May 18 • 15