Publications

DEPARTMENTS

Emperical Interference

Haptic Intelligence

Modern Magnetic Systems

Perceiving Systems

Physical Intelligence

Robotic Materials

Social Foundations of Computation


Research Groups

Autonomous Vision

Autonomous Learning

Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

Embodied Vision

Human Aspects of Machine Learning

Intelligent Control Systems

Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

Organizational Leadership and Diversity

Probabilistic Learning Group


Topics

Robot Learning

Conference Paper

2022

Autonomous Learning

Robotics

AI

Career

Award


Empirical Inference Perceiving Systems Conference Paper Can Large Language Models Understand Symbolic Graphics Programs? Qiu, Z., Liu, W., Feng, H., Liu, Z., Xiao, T. Z., Collins, K. M., Tenenbaum, J. B., Weller, A., Black, M. J., Schölkopf, B. The Thirteenth International Conference on Learning Representations (ICLR), April 2025, Accepted (Accepted) Paper BibTeX
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Empirical Inference Perceiving Systems Conference Paper Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Liu, Z., Xiao, T. Z., Liu, W., Bengio, Y., Zhang, D. The Thirteenth International Conference on Learning Representations (ICLR), April 2025, Accepted (Accepted) arXiv BibTeX
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Perceiving Systems Conference Paper Airship Formations for Animal Motion Capture and Behavior Analysis Price, E., Ahmad, A. Proceedings 2nd International Conference on Design and Engineering of Lighter-Than-Air systems (DELTAS2024), 2nd International Conference on Design and Engineering of Lighter-Than-Air systems (DELTAS2024), June 2024 (Published) arXiv URL BibTeX
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Perceiving Systems Conference Paper Optimizing the 3D Plate Shape for Proximal Humerus Fractures Keller, M., Krall, M., Smith, J., Clement, H., Kerner, A. M., Gradischar, A., Schäfer, Ü., Black, M. J., Weinberg, A., Pujades, S. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), :487-496, Springer, MICCAI, October 2023 (Published) Project page Code Paper Poster DOI URL BibTeX
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Perceiving Systems Conference Paper Synthetic Data-Based Detection of Zebras in Drone Imagery Bonetto, E., Ahmad, A. 2023 European Conference on Mobile Robots (ECMR), :1-8, IEEE, ECMR, September 2023 (Published) Generation code pdf DOI URL BibTeX
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Perceiving Systems Empirical Inference Conference Paper MeshDiffusion: Score-based Generative 3D Mesh Modeling Liu, Z., Feng, Y., Black, M. J., Nowrouzezahrai, D., Paull, L., Liu, W. The Eleventh International Conference on Learning Representations (ICLR), ICLR, May 2023 (Published) Home Code URL BibTeX
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Perceiving Systems Conference Paper DART: Articulated Hand Model with Diverse Accessories and Rich Textures Gao, D., Xiu, Y., Li, K., Yang, L., Wang, F., Zhang, P., Zhang, B., Lu, C., Tan, P. Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS), NeurIPS 2022-Datasets and Benchmarks Track, November 2022 (Published) Home Code Video BibTeX
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Perceiving Systems Conference Paper Deep Residual Reinforcement Learning based Autonomous Blimp Control Liu, Y. T., Price, E., Black, M. J., Ahmad, A. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), :12566-12573, IEEE, Piscataway, NJ, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) , October 2022 (Published) DOI BibTeX
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Perceiving Systems Conference Paper Collaborative Regression of Expressive Bodies using Moderation Feng, Y., Choutas, V., Bolkart, T., Tzionas, D., Black, M. J. 2021 International Conference on 3D Vision (3DV 2021), :792-804, IEEE, Piscataway, NJ, International Conference on 3D Vision (3DV 2021), December 2021 (Published) arXiv project pdf suppl DOI BibTeX
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Perceiving Systems Conference Paper Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-pixel Part Segmentation Fan, Z., Spurr, A., Kocabas, M., Tang, S., Black, M. J., Hilliges, O. 2021 International Conference on 3D Vision (3DV 2021), :1-10, IEEE, Piscataway, NJ, International Conference on 3D Vision (3DV 2021), December 2021 (Published) arXiv project code video DOI BibTeX
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Perceiving Systems Conference Paper Enhancing Deep Semantic Segmentation of RGB-D Data with Entangled Forests Terreran, M., Bonetto, E., Ghidoni, S. 2020 25th International Conference on Pattern Recognition (ICPR 2020), :4634-4641, IEEE, Piscataway, NJ, 25th International Conference on Pattern Recognition (ICPR 2020), January 2021 (Published) DOI URL BibTeX
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Perceiving Systems Conference Paper GENTEL: GENerating Training data Efficiently for Learning to segment medical images Thakur, R. P., Pujades, S., Goel, L., Pohmann, R., Machann, J., Black, M. J. RFIAP 2020 - Congrés Reconnaissance des Formes, Image, Apprentissage et Perception , Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFAIP 2020) , June 2020 (Published) Project Page PDF URL BibTeX
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Empirical Inference Perceiving Systems Probabilistic Learning Group Conference Paper From Variational to Deterministic Autoencoders Ghosh*, P., Sajjadi*, M. S. M., Vergari, A., Black, M. J., Schölkopf, B. 8th International Conference on Learning Representations (ICLR) , April 2020, *equal contribution (Published) arXiv URL BibTeX
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Perceiving Systems Conference Paper Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Kolotouros, N., Pavlakos, G., Black, M. J., Daniilidis, K. Proceedings International Conference on Computer Vision (ICCV), :2252-2261, IEEE, 2019 IEEE/CVF International Conference on Computer Vision (ICCV), October 2019, ISSN: 2380-7504 (Published) pdf code project DOI BibTeX
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Perceiving Systems Conference Paper Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles Saini, N., Price, E., Tallamraju, R., Enficiaud, R., Ludwig, R., Martinović, I., Ahmad, A., Black, M. Proceedings 2019 IEEE/CVF International Conference on Computer Vision (ICCV), :823-832, IEEE, International Conference on Computer Vision (ICCV), October 2019 (Published) Code Data Video Paper Manuscript DOI BibTeX
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Perceiving Systems Conference Paper Energy Conscious Over-actuated Multi-Agent Payload Transport Robot: Simulations and Preliminary Physical Validation Tallamraju, R., Verma, P., Sripada, V., Agrawal, S., Karlapalem, K. 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), :1-7, IEEE, 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), October 2019 (Published) DOI BibTeX
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Perceiving Systems Conference Paper Efficient Learning on Point Clouds With Basis Point Sets Prokudin, S., Lassner, C., Romero, J. International Conference on Computer Vision, :4332-4341, October 2019 () code pdf BibTeX
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Perceiving Systems Conference Paper Distributed, Collaborative Virtual Reality Application for Product Development with Simple Avatar Calibration Method Dixken, M., Diers, D., Wingert, B., Hatzipanayioti, A., Mohler, B. J., Riedel, O., Bues, M. IEEE Conference on Virtual Reality and 3D User Interfaces, (VR), :1299-1300, IEEE, March 2019 (Published) DOI BibTeX
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Perceiving Systems Conference Paper Deep Directional Statistics: Pose Estimation with Uncertainty Quantification Prokudin, S., Gehler, P., Nowozin, S. European Conference on Computer Vision (ECCV), 9:542-559, September 2018 () code pdf BibTeX
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Perceiving Systems Conference Paper Decentralized MPC based Obstacle Avoidance for Multi-Robot Target Tracking Scenarios Tallamraju, R., Rajappa, S., Black, M. J., Karlapalem, K., Ahmad, A. 2018 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR), :1-8, IEEE, August 2018 (Published) Published Version DOI URL BibTeX
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Perceiving Systems Conference Paper Effects of animation retargeting on perceived action outcomes Kenny, S., Mahmood, N., Honda, C., Black, M. J., Troje, N. F. Proceedings of the ACM Symposium on Applied Perception (SAP’17), :2:1-2:7, September 2017 () pdf DOI BibTeX
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Perceiving Systems Autonomous Vision Conference Paper Deep Discrete Flow Güney, F., Geiger, A. Asian Conference on Computer Vision (ACCV), 2016, Accepted (Accepted) pdf suppmat BibTeX
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Perceiving Systems Conference Paper Hough-based Object Detection with Grouped Features Srikantha, A., Gall, J. International Conference on Image Processing, :1653-1657, Paris, France, IEEE International Conference on Image Processing , October 2014 () pdf poster DOI BibTeX
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Perceiving Systems Autonomous Vision Conference Paper Omnidirectional 3D Reconstruction in Augmented Manhattan Worlds Schoenbein, M., Geiger, A. International Conference on Intelligent Robots and Systems, :716 - 723, IEEE, Chicago, IL, USA, IEEE/RSJ International Conference on Intelligent Robots and System, October 2014 () pdf DOI BibTeX
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Perceiving Systems Autonomous Vision Conference Paper Calibrating and Centering Quasi-Central Catadioptric Cameras Schoenbein, M., Strauss, T., Geiger, A. IEEE International Conference on Robotics and Automation, :4443 - 4450, Hong Kong, China, IEEE International Conference on Robotics and Automation, June 2014 () pdf DOI BibTeX
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Perceiving Systems Autonomous Vision Conference Paper Simultaneous Underwater Visibility Assessment, Enhancement and Improved Stereo Roser, M., Dunbabin, M., Geiger, A. IEEE International Conference on Robotics and Automation, :3840 - 3847 , Hong Kong, China, IEEE International Conference on Robotics and Automation, June 2014 () pdf DOI BibTeX
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Perceiving Systems Conference Paper Multi-View Priors for Learning Detectors from Sparse Viewpoint Data Pepik, B., Stark, M., Gehler, P., Schiele, B. International Conference on Learning Representations, International Conference on Learning Representations (ICLR), 2014 () reviews pdf BibTeX
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