Scholar
Vittorio Caggiano
Google Scholar ID: lCt9zVkAAAAJ
AI Research
Citations & Impact
Citations
2,292
H-index
24
i10-index
34
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- 2024: NeurIPS-MyoChallenge 24 -- Physiological Dexterity and Agility in Bionic Humans
- 2023: NeurIPS-MyoChallenge 23 -- Towards Human-Level Dexterity and Agility
- MyoDex: A Generalizable Prior for Dexterous Manipulation
- SAR: Generalization of Physiological Dexterity via Synergistic Action Representation
- MyoSuite Web Demo: An interactive demonstration of the Musculoskeletal Models of the MyoSuite framework
- 2022: NeurIPS-MyoChallenge: Learning contact-rich manipulation using a musculoskeletal hand
- MyoSuite: An embodied AI platform that unifies neural and motor intelligence
- MyoSim: Fast and physiologically realistic MuJoCo models for musculoskeletal and exoskeletal studies
- xFormers: A modular and hackable Transformer modelling library
- 2021: Fully Sharded Data Parallel: faster AI training with fewer GPUs
- FairScale: A general purpose modular PyTorch library for high performance and large scale training
Research Experience
- Worked as a technical program manager and researcher at Meta AI, supporting several large and impactful projects such as FairScale, xFormers, EgoExo, and MyoSuite. Previously, was a researcher, senior manager, and strategist at IBM Research.
Education
- Received a PhD from the University of Tuebingen, Germany; did postdoctoral work at MIT (USA) and the Karolinska Institute (Sweden).
Background
- Exploring the fascinating worlds of neuroscience and artificial intelligence, both in academia and industry. Main passion is to understand the neural principle of how our brains and spinal cord coordinate movement. Aiming to enhance our understanding of movements of both healthy and diseased individuals and to pioneer innovative technologies that improve lives.
Miscellany
- Based in New York, NY; active on social media including Twitter, LinkedIn, GitHub, and Google Scholar.
