| 2024.06.18 | CVPR Workshop on Learning w/ Limited Labelled Data for Image & Video Understanding | Unsupervised Learning of Segmentation By Recognition and For Recognition |
| 2024.04.04 | Research Summit on Crosscutting Research Needs for AI in Civil Engineering | Unsupervised Learning of Segmentation By Recognition and For Recognition |
| 2024.02.15 | NSF Project Kickoff on Lie Theory for Deep Learning | Unsupervised Learning of Visual Hierarchy |
| 2024.01.30 | UCLA Computer Science Seminar | Unsupervised Learning of Segmentation By Recognition and For Recognition |
| 2024.01.07 | WACV Workshop on Complex-Valued Deep Learning | Unsupervised Learning of Segmentation By Recognition and For Recognition |
| 2023.12.16 | NeurIPS workshop on Deep Learning and Inverse Problems | Unsupervised Learning of Segmentation By Recognition and For Recognition |
| 2023.11.13 | Vanderbilt Machine Learning Seminar | Unsupervised Learning of Segmentation By Recognition and For Recognition |
| 2023.11.01 | UM Computational Medicine and Bioinformatics Seminar | What Can Data-Driven Deep Learning Do for You? |
| 2023.09.26 | UM EECS 110 Guest Lecture | What Can Data-Driven Deep Learning Do? |
| 2023.09.26 | UM AI for Medical Imaging Mini-Symposium | 50 Shades of Data-Driven Deep Learning |
| 2023.09.06 | UM MIDAS Faculty Research Pitch | |
| 2023.07.25 | UM MIDAS Faculty Workshop on Generative AI for Research | Visual Learning with Hierarchy |
| 2023.06.19 | CVPR Workshop on Hyperbolic Deep Learning in Computer Vision | Visual Learning with Hierarchy |
| 2023.05.22 | UCB Computer Vision Seminar | Visual Learning with Hierarchy |
| 2023.04.27 | UM Robotics Department Seminar | Unsupervised Data-Driven Learning of Visual Hierarchy |
| 2023.04.18 | UM Social Research with Unstructured Data | Unsupervised Data-Driven Learning of Visual Hierarchy |
| 2023.03.03 | MSU CSE Colloquium | Unsupervised Data-Driven Learning of Visual Hierarchy |
| 2022.12.06 | Michigan AI Seminar | Unsupervised Data-Driven Learning of Visual Hierarchy |
| 2022.11.05 | Michigan AI Symposium | Learning Mid-Level Vision from Natural Data |
| 2022.11.04 | NSF SimCenter Symposium | Minimal Active Machine Learning for Scientists and Engineers |
| 2022.10.28 | UM e-HAIL Seminar | What Can Nothing but Data Do for You with Machine Learning? |
| 2022.10.23 | ECCV Workshop on Computer Vision in the Wild | Learning Mid-Level Vision from Nothing but Data |
| 2022.09.20 | Bosch International Collaboration Day | Learning Mid-Level Vision from Natural Data |
| 2022.08.17 | Bosch Research: Human Machine Intelligence | THe Emergence of Objectness |
| 2022.06.28 | Google Media Understanding Research Speaker Series | Learning Mid-Level Vision from Natural Data |
| 2022.04.28 | Data Science Institute, University of Chicago | Learning Mid-Level Vision from Natural Data |
| 2022.03.31 | NGA Research | Research Expertise Overview |
| 2022.03.21 | BAIR Visual Computing Workshop | Learning Mid-Level Vision from Natural Data |
| 2022.02.28 | UC Berkeley Oxyopia Seminar | Learning Mid-Level Vision from Natural Data |
| 2022.01.04 | WACV Workshop on Dealing with Novelty in Open Worlds | Actionable Recognition Learning for Open World Vision |
| 2021.09.24 | Berkeley Computer Vision Day | Towards Data-Driven Recognition |
| 2021.09.15 | IC Academic Research Symposium | Actionable Representation Learning from Natural Data |
| 2021.08.20 | IJCAI Workshop on Long-Tailed Distribution Learning | Towards Data-Driven Recognition |
| 2021.07.15 | NGA AI Research Group | Actionable Representation Learning from Natural Data |
| 2021.06.30 | Oxford Biomedical Image Analysis | Actionable Representation Learning from Natural Data |
| 2021.06.25 | CVPR Workshop on Fine-Grained Visual Categorization | Attention, Variance, and Context for Fine-Grained Recognition |
| 2021.06.20 | CVPR Workshop on Open World Vision | Bias, Variance, and Correlation For Open Long-Tailed Recognition |
| 2021.03.14 | UC Berkeley / BAIR Visit Day | Unsupervised Actionable Representation Learning from Natural Data |
| 2021.03.02 | Berkeley Deep Drive | Unsupervised Actionable Representation Learning from Natural Data |
| 2021.03.01 | UC Berkeley Vision Science Visit Day | Unsupervised Actionable Representation Learning from Natural Data |
| 2020.10.15 | UC Berkeley EECS Seminar | Unsupervised Natural Visual Perception |
| 2020.09.21 | Bosch International Collaboration Day | Unsupervised Natural Visual Perception |
| 2020.08.28 | ECCV Workshop on Self-Supervised Learning: What Is Next? | Representation learning beyond Instance Discrimination and Semantic Categorization |
| 2020.03.15 | UC Berkeley EECS Visit Day | Turn On Computer Vision with Hearing Aids |
| 2020.02.19 | UT Austin Computer Science | Turn On Computer Vision with Hearing Aids |
| 2020.02.18 | NSF Workshop on AI in National Hazards Engineering | Machine Learning for Building and Structural Information Modeling |
| 2019.12.09 | Institute of Cognitive and Brain Sciences, UC Berkeley | Turn on Computer Vision with Hearing Aids |
| 2019.11.07 | Moore-Sloan Data Science Environments Summit | Open Long-Tailed Recognition in the Real World |
| 2019.09.13 | Bay Area Vision Research Day | Learning Visual Organization with Minimal Human Supervision |
| 2019.08.13 | Bosch Research | Learning Visual Organization with Minimal Human Supervision |
| 2019.05.24 | Nordic Congress of Radiology | Learning Beyond Human Expertise |
| 2019.05.23 | University of Copenhagen | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.21 | ETH Zurich | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.20 | University of St Gallen | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.13 | Institute of Cognitive and Brain Sciences, UC Berkeley | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.09 | Pixel Cafe, Cornell Tech | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.08 | Schepens Eye Research Institute, Harvard Medical School | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.08 | AIR Seminar Series, Boston University | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.05.07 | Vision Seminar, MIT CSAIL | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.02.27 | Institute of Cognitive and Brain Sciences, UC Berkeley | Learning with Minimal Human Supervision |
| 2019.02.26 | UC San Diego | Learning Perceptual Organization with Minimal Human Supervision |
| 2019.02.25 | CVPR AC Workshop | Deep Learning and Perceptual Organization |
| 2019.02.06 | Redwood Seminar, UC Berkeley | Computer Vision Beyond Recognition |
| 2018.12.19 | DARPA RFMLS | Deep Learning on Complex Plane Manifold With Equivariance and Invariance to Scaling |
| 2018.12.10 | Center for Mind, Brain, Computation & Technology, Stanford University | Computer Vision Beyond Recognition |
| 2018.11.30 | NGA | Learning to Discover Patterns from Big Data with Minimal Human Supervision |
| 2018.10.31 | Computational Imaging Lunch, UC Berkeley | Learning to Discover Patterns from Big Data with Minimal Human Supervision |
| 2018.10.12 | Moore-Sloan Data Science Environments Summit | Learning to Discover Patterns without Human Supervision |
| 2018.10.02 | NSF SimCenter Webinar | Deep Learning for Structural Engineering |
| 2018.09.04 | Special Seminar For AI in Medical Imaging, Stanford University | Learning from Big Data with No or Lesser Annotations |
| 2018.08.31 | Bosch Research | Learning to Discover Patterns Beyond Human Annotations |
| 2018.06.01 | Samsung Research | Learning to Discover Patterns Beyond Annotated Data |
| 2018.05.09 | Berkeley Deep Drive | Learning Action Objects and Visual Similarity |
| 2018.04.30 | USGIF GEOINT | Fine-Grained Overhead Target Recognition |
| 2018.04.27 | Carnegie Mellon University | Data-Driven Learning Towards Perceptual Organization |
| 2018.04.26 | University of Maryland | Data-Driven Learning Towards Perceptual Organization |
| 2018.03.14 | ISMRM Workshop on Machine Learning | Learning Beyond Human Experts |
| 2018.01.19 | Samsung Research | Learning Beyond Human Experts |
| 2017.11.06 | Moore-Sloan Data Science Environments Summit | Learning Beyond Human Experts |
| 2017.10.06 | International Computer Science Institute | Data Science Research Driven by Computer Vision and Machine Learning |
| 2017.06.06 | USGIF GEOINT | Fine-Grained Overhead Target Recognition |
| 2017.04.05 | ImageXD, Berkeley Institute for Data Science | Learning to See the Image |
| 2017.03.29 | Microsoft, Seattle | Learning to See and Seeing to Learn |
| 2017.03.03 | NGA | Vision and Learning for Aerial Image Understanding |
| 2017.01.30 | Human Vision and Electronic Imaging | Deep Learning for Gestalt and Gestalt for Deep Learning |
| 2017.01.10 | USGIF ML and AI Forum | Vision and Learning for Aerial Image Understanding |