Andrea Sipos
Papers
6
Total Citations
30
H-Index
3
About
Andrea Sipos is a roboticist whose research lies at the intersection of tactile perception, proprioception, and dexterous manipulation, with a growing focus on equity in STEM. Her most influential work, “Simultaneous Contact Location and Object Pose Estimation Using Proprioception and Tactile Feedback” (12 citations), introduces a novel state-estimation algorithm that jointly estimates a grasped object’s pose and contact locations in 3D using only internal sensing and touch—a critical step toward robust, real-world manipulation. Building on this, her “MultiSCOPE” framework (7 citations) tackles in-hand pose disambiguation through bimanual frictional interactions, while her “Visuo-Tactile Transformers” (4 citations) pioneer multimodal representation learning that fuses vision and touch to improve manipulation dexterity and sample efficiency. Beyond technical contributions, Sipos is a vocal advocate for inclusion, authoring “Launching Queer in Robotics” (3 citations), which highlights barriers faced by LGBTQ+ individuals in STEM. Her work consistently pushes the boundaries of how robots perceive and handle objects through touch, earning her recognition as a rising leader in tactile robotics and a champion for a more diverse engineering community.
Research Focus
Key Achievements
Top Papers
- 1
- 2
- 3Visuo-Tactile Transformers for Manipulation4 citations · 2022
- 4Launching Queer in Robotics [Women in Engineering]3 citations · 2024
- 5
- 6GelSlim 4.0: Focusing on Touch and Reproducibility2 citations · 2024