Peya Mowar, Jeffrey P. Bigham, and Aaron Steinfeld have made notable steps toward bridging long-standing PDF accessibility gaps. 📄 ✅ Their new system, iTagPDF, combines visual analysis with information from original source documents to rethink how accessibility metadata is generated for LaTeX-based PDFs. Rather than relying solely on the final PDF, the system analyzes both visual layout and embedded document semantics to identify elements like headings, paragraphs, figures and tables; determine reading order; and generate content-specific metadata such as alternative text descriptions for images. The system then automatically embeds this metadata back into the PDF, which reduces the load for authors who previously had to do this work by hand. iTagPDF won a Best Paper Award at the Association for Computing Machinery Conference on Human Factors in Computing Systems (CHI 2026)! 🙌 🏆 Learn more about this research on the RI news site! https://lnkd.in/gz_7MKsP CMU Human-Computer Interaction Institute | Carnegie Mellon University School of Computer Science
Carnegie Mellon University Robotics Institute
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About us
The Robotics Institute at Carnegie Mellon University brings together the top scientific minds, intent on solving humanity’s toughest challenges through robotics. Encompassing the practical and the theoretical, we push the boundaries of collaboration to develop interdisciplinary solutions touching nearly every aspect of human life — making things safer, more efficient and more productive. We educate, mentor and empower the brightest and most ambitious roboticists to anticipate the future, and then to build the robotics we need to take us there.
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https://www.ri.cmu.edu/
External link for Carnegie Mellon University Robotics Institute
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- 501-1,000 employees
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- Pittsburgh
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- 1979
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Updates
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A team led by RI Research Professor Aaron Steinfeld has earned the inaugural Test of Time Award at the 2026 ACM/IEEE International Conference on Human-Robot Interaction (HRI)! The award honors research with lasting impact on the field of human-robot interaction. #TartanProud Steinfeld and his collaborators were recognized for their paper, “Common Metrics for Human Robot Interaction", originally published in 2006. Congratulations to all! 👏 🏆 Learn more on the RI news site: https://lnkd.in/gyfx-cTt
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Assistive navigation robots are only as effective as the choices users make with them. A new study from the Robotics Institute in the Carnegie Mellon University School of Computer Science and the National Museum of Emerging Science and Innovation Japan reveals that people who are blind or have low vision continually choose when to follow a robot’s guidance and when to act on their own — an insight crucial for designing more effective, user-centered assistive technologies in the future. Learn more about the study and its findings! https://lnkd.in/gDFKBDF5
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Carnegie Mellon University Robotics Institute reposted this
“How quickly can you discover all the failure cases and fix them?” Schneider asked. “That governs how quickly you can scale up." Carnegie Mellon University Robotics Institute faculty member Jeff Schneider talks to Yahoo News about what's next for HAVs in Pennsylvania. https://lnkd.in/ewNEznvz
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Check out the great video from WPXI-TV featuring some of our wonderful Robotics Institute Pathways Fellows! 🙌 Applications for the 2026 cohort are open! https://lnkd.in/gU_J6d6N
Had the chance to speak on the latest WPXI-TV's Our Region’s Business alongside a couple of other robotics fellows (they're two of my favorite founders) Georgia Crowther and Mary Squire 📺 🤖 Still kind of surreal seeing Relai talked about in the context of Pittsburgh’s future. I’ve been part of the Carnegie Mellon University Robotics Institute Pathways Fellowship to keep pushing what we’re building forward, and honestly it’s been a blast! Being around people focused on robotics, automation, and built environments has definitely accelerated my growth as a founder! Grateful for the opportunity and excited for what’s ahead! Checkout the video here: https://lnkd.in/gP6T2Rfa #PittsburghTech #Robotics #Startups #Ecosystem #ExchangeZones
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Carnegie Mellon University Robotics Institute reposted this
#AI startup founders: this could be your first-round pick moment. Wednesday, April 1 is your last chance to apply to pitch in front of global investors, industry leaders, and judges, during NFL Draft Week! During the Powering the Future of Sport: Draft Week Showcase Pitch Competition, top AI Founders from across the country will compete at Carnegie Mellon University for their chance at a $1.575M prize pool, including up to $1M in AWS compute credits, workspace in the newly opened Robotics Innovation Center and investor access. ➡️ Learn more and apply now: https://lnkd.in/eCVGtpNw Thanks to our Hall of Fame level sponsor AWS Startups, Pro Bowl level sponsors Magarac Venture Partners, First Order Fund and All-Star level sponsors Innovation Works and BlueTree VC. #Startups
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Carnegie Mellon University Robotics Institute reposted this
We’re excited to share that four papers from AirLab will be presented at CVPR 2026 (IEEE/CVF Conference on Computer Vision and Pattern Recognition)! 📝 Accepted main conference Papers: [1] Co-Me: Confidence-Guided Token Merging for Visual Geometric Transformers - https://lnkd.in/e2VEwTmV Yutian Chen, Yuheng Qiu, Ruogu Li, Ali Agha, Shayegan Omidshafiei, Jay Patrikar, Sebastian Scherer [2] Unified Spherical Frontend: Learning Rotation-Equivariant Representations of Spherical Images from Any Camera. Mukai Yu, Mosam Dabhi, Louise L. Xie, Ph.D., Sebastian Scherer, Laszlo A. Jeni [3] Any4D: Unified Feed-Forward Metric 4D Reconstruction - https://any-4d.github.io/ Jay Karhade, Nikhil Varma Keetha, Yuchen Zhang, Tanisha Gupta, Akash Sharma, Sebastian Scherer, Deva Ramanan 📝 Accepted papers under the CVPR Findings Track [1] RADSeg: Unleashing Parameter and Compute Efficient Zero-Shot Open-Vocabulary Segmentation Using Agglomerative Models. - https://lnkd.in/eDhAF224 Omar Alama, Darshil Jariwala, Avigyan Bhattacharya, Seungchan Kim, Wenshan Wang, Sebastian Scherer Huge congratulations to all authors and collaborators. Looking forward to seeing you all in Denver! Stay tuned for more exciting updates! The AirLab at Carnegie Mellon University Carnegie Mellon University Robotics Institute Carnegie Mellon University School of Computer Science #Robotics #CVPR2026
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Carnegie Mellon University Robotics Institute reposted this
It’s time to give it up again for our HRI 2026 awardees!👏🏻🏆 Congratulations to all the winners and to the nominees as well! 🍾 ⏱️Test of Time Awards “Common metrics for human-robot interaction” Aaron Steinfeld, Terrence Fong, David Kaber, Michael Lewis, Jean Scholtz, Alan Schultz, Michael Goodrich “Legibility and predictability of robot motion” Anca Dragan Dragan, Kenton Lee, Siddhartha Srinivasa 📑Full Papers 📇User Studies Track “Expensive, Limited, and Still Here: The Paradox of Weak Robots in Family Homes”, Zhao Zhao “Fictional vs. Factual Robot Tutor Dialogue Can Shape Child Social-Emotional Learning” Lauren L. Wright, Kaitlyn Li, Hewitt Watkins, Kiljoong Kim, Sarah Sebo. “Long-Term Integration of a Robot in an Inclusive Daycare: An Ethnographic Study Focused on Children and Caregivers” Jan Ole Rixen , Kathrin Gerling, Barbara Bruno 🖌️Design Track “Robot-Mediated Mutual Gaze: How a Mobile Robot with Actuated Mirrors Facilitates Encounters between Strangers” Serena Ge Guo , Jenny J. Yu, Wenqian Niu, Yifei Gao, Guy Hoffman, Gilly Leshed, and Keith Evan Green 🔗Systems Track “WAFFLE: A Wearable Approach to Bite Timing Estimation in Robot-Assisted Feeding” Akhil Padmanabha , Jessie Yuan, Tanisha S. Mehta, Rajat Kumar Jenamani, Eric Hu, Victoria de León, Anthony Wertz, Janavi Gupta, Ben Dodson, Yunting Yan, Carmel Majidi, Tapomayukh Bhattacharjee, and Zackory Erickson ⚙️Technical Track “Context-Aware Generation and Modulation of Expressive Motion Behavior using Multimodal Foundation Models” Till Hielscher, Fabio Scaparro, and Kai O. Arras 📜Theory Track “Can VR Robots Stand in for the Real Thing? Comparing a Physical Cobot and Its Virtual Twin for User Perceptions, Experimental Effects, and Study Costs” Martina Mara, Andreas Winklbauer, Sandra Maria Siedl, and Benedikt Leichtmann 💡Late Breaking Reports 🥇Best LBR “Beyond Justification: Command Rejections That Include Constructive Elaborations May Improve Evaluations of Trustworthiness” Gordon Briggs and Christina Wasylyshyn 🥇Best LBR Runners-up “Robots in the Room: A Qualitative Exploration of Democratic Agency and AI-Augmented Deliberations” Damith Herath, Hans Asenbaum, Janie Busby Grant, Maleen Jayasuriya, Emanuela Savini, and Harshith Ghanta “Dynamic Pedestrian Flow Guidance through Multi-robot Interaction along Human Crowd Boundaries” Ryusei Shigemoto, Hiroki Kimura, and Ryosuke Tasaki 📜Best Short Contribution “Quest2ROS2: A ROS 2 Framework for Bi-manual VR Teleoperation” Jialong Li, Zhenguo Wang, Tianci Wang, Maj Stenmark and Volker Krueger 📎See all other awards: https://lnkd.in/ehaaYap3
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Carnegie Mellon University Robotics Institute reposted this
Interlocking bricks aren’t just toys, they unlock an infinite space of creativity and a powerful foundation for physical and spatial intelligence. 💡 But how well do we truly understand what we build? What happens when these structures face real-world forces, for example robotic manipulation? 🚀 Introducing #BrickSim — the first physics-based simulator for interlocking brick assemblies. #BrickSim reveals how forces propagate through complex builds, accurately simulating assembly, disassembly, and structural collapse in real time. More than a simulator, #BrickSim is a unified virtual platform for robotics and Physical AI: 🤖 Seamless integration with diverse robotic systems 🧠 Develop and deploy intelligent control policies 🎮 Real-time teleoperation for interactive dexterous manipulation 🏟️ A unified platform for physical and spatial intelligence 🔧 Lowering the barrier to study contact-rich, ultra long-horizon tasks 🙌 Huge thanks to our amazing team! Haowei Wen, Weiyi Piao, Siyu Li, Changliu Liu 🌐 Code: https://lnkd.in/ehcMPJbe Paper: https://lnkd.in/eSpbXc3b #Robotics #Simulation #PhysicalAI #EmbodiedAI #Manipulation #Brick #Assembly
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Carnegie Mellon University Robotics Institute reposted this
Over the past few nights in Texas, Team Chiron has been running late-night field integration tests for the DARPA Triage Challenge. Autonomous systems don’t get built in conference rooms. They come together in parking lots, under floodlights, surrounded by laptops, cables, robots, and a group of incredibly dedicated engineers and scientists working through the night to make systems talk to each other. We couldn’t do it without Dee Dee Leverett and @Brian Watford, Sonic Opperations in Bryan, Tx. In these tests we’re bringing together: • Autonomous ground robots • UAV sensing platforms • Multimodal perception (visual, thermal, and physiological signals) • Edge compute and distributed AI • Real-time reporting pipelines aligned with triage scoring And Food for us and the robots- thank you BD for extra batteries!! The goal is simple but profound: help responders assess casualties faster and more safely in mass-casualty environments. What I love most about moments like this is watching the team. LHM, Graduate students, engineers, and pI’s and staff researchers huddled around robots at midnight, debugging ROS nodes, tuning sensors, and solving problems in real time. This is what innovation actually looks like. Grateful to work alongside such a talented and committed group of people who believe technology can help save lives when seconds matter most. Onward DARPA Workshop III at Disaster City. #DARPA #Robotics #Autonomy #AI #HumanMachineTeaming #DisasterResponse #CMURobotics #TeamChiron
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