SmolVLA
PulseAugur coverage of SmolVLA — every cluster mentioning SmolVLA across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
New GUARD method detects failures in diffusion-based VLA policies
Researchers have developed GUARD, a novel method for detecting failures in diffusion-based vision-language-action (VLA) policies. GUARD operates at test time by analyzing the influence of specific tokens within the mode…
-
New framework enhances lightweight models for robotic control
Researchers have developed XS-VLA, a novel two-stage framework designed to enhance robotic control using lightweight vision-language models. The framework addresses the limitations of large models in real-time applicati…
-
CorridorVLA introduces explicit spatial constraints for generative action models
Researchers have introduced CorridorVLA, a novel approach for Vision-Language-Action (VLA) models that explicitly incorporates spatial constraints. Unlike previous methods that implicitly embed spatial guidance, Corrido…
-
Data poisoning attacks found practical and stealthy on open-source robotics models
Researchers have demonstrated that data poisoning attacks on open-source robotics models are practical and stealthy. By injecting a small number of poisoned samples into training data, a backdoor can be embedded into vi…
-
New AI system automates biological lab tasks with vision and language
Researchers have developed BioProVLA-Agent, an affordable system for automating biological laboratory tasks using Vision-Language-Action (VLA) models. This system integrates protocol parsing, visual state verification, …