Schmidgall, Samuel
- Towards a Science of Scaling Agent Systems
2025/12/09 by Yubin Kim, Kim, Yubin, Ken Gu +36 · 11 voices · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Agent Laboratory: Using LLM Agents as Research Assistants
2025/01/08 by Samuel Schmidgall, Schmidgall, Samuel, Yusheng Su +17 · 4 voices · 77 citations
#cs.HC #cs.AI #cs.CL #cs.LG
- AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
2024/05/13 by Samuel Schmidgall, Schmidgall, Samuel, Rojin Ziaei +9 · 37 citations
Decision Sciences · #Impact of AI and Big Data on Business and Society
- MedGemma 1.5 Technical Report
2025/07/07 by Andrew Sellergren, Sahar Kazemzadeh, Sellergren, Andrew +151 · 84 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Brain-inspired learning in artificial neural networks: a review
2023/05/18 by Samuel Schmidgall, Schmidgall, Samuel, Jascha Achterberg +11 · 1 voice · 9 citations
#cs.NE #cs.AI #cs.LG #q-bio.NC
- Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks
2024/07/17 by Kim, Ji Woong, Zhao, Tony Z., Schmidgall, Samuel +4 · 15 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
2023/04/10 by Jason Yik, Yik, Jason, Korneel Van den Berghe +208 · 1 voice · 7 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
- AgentRxiv: Towards Collaborative Autonomous Research
2025/03/23 by Schmidgall, Samuel, Moor, Michael · 13 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- General surgery vision transformer: A video pre-trained foundation model for general surgery
2024/03/09 by Samuel Schmidgall, Ji Woong Kim, Schmidgall, Samuel +5 · 6 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Surgical Simulation and Training #Tissues and Organs (q-bio.TO)
- Addressing cognitive bias in medical language models
2024/02/12 by Samuel Schmidgall, Carl Harris, Schmidgall, Samuel +17 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Healthcare
- Hierarchical Surgical Robot Transformer (SRT-H): Imitation Learning for Autonomous Surgery
2025/05/15 by Ji Woong Kim, Kim, Ji Woong, Juo-Tung Chen +25 · 13 citations
Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Robotics (cs.RO)
- TxGemma: Efficient and Agentic LLMs for Therapeutics
2025/04/08 by Eric W. Wang, Samuel Schmidgall, Wang, Eric +15 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
- GP-VLS: A general-purpose vision language model for surgery
2024/07/27 by Schmidgall, Samuel, Cho, Joseph, Zakka, Cyril +1 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tissues and Organs (q-bio.TO)
- Surgical Gaussian Surfels: Highly Accurate Real-time Surgical Scene Rendering using Gaussian Surfels
2025/03/06 by Idris O. Sunmola, Sunmola, Idris O., Zhenjun Zhao +11 · 2 voices · 4 citations
#cs.CV
- Language models are susceptible to incorrect patient self-diagnosis in medical applications
2023/09/17 by Rojin Ziaei, Ziaei, Rojin, Samuel Schmidgall +1 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- SurGen: Text-Guided Diffusion Model for Surgical Video Generation
2024/08/26 by Joseph Cho, Samuel Schmidgall, Cho, Joseph +10 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
- Synaptic motor adaptation: A three-factor learning rule for adaptive robotic control in spiking neural networks
2023/06/02 by Schmidgall, Samuel, Hays, Joe · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)