2024
hi
L’Orsa, R., Bisht, A., Yu, L., Murari, K., Westwick, D. T., Sutherland, G. R., Kuchenbecker, K. J.
Reflectance Outperforms Force and Position in Model-Free Needle Puncture Detection
In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, USA, July 2024 (inproceedings) Accepted
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Fan, Z., Parelli, M., Kadoglou, M. E., Kocabas, M., Chen, X., Black, M. J., Hilliges, O.
HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects from Video
In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), CVPR 2024, June 2024 (inproceedings)
ei
Gao, G., Liu, W., Chen, A., Geiger, A., Schölkopf, B.
GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2024 (conference) Accepted
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Keller, M., Arora, V., Dakri, A., Chandhok, S., Machann, J., Fritsche, A., Black, M. J., Pujades, S.
HIT: Estimating Internal Human Implicit Tissues from the Body Surface
In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), CVPR 2024, June 2024 (inproceedings)
hi
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Sanchez-Tamayo, N., Yoder, Z., Ballardini, G., Rothemund, P., Keplinger, C., Kuchenbecker, K. J.
Cutaneous Electrohydraulic (CUTE) Wearable Devices for Expressive and Salient Haptic Feedback
Hands-on demonstration presented at EuroHaptics, Lille, France, June 2024 (misc) Accepted
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Chhatre, K., Daněček, R., Athanasiou, N., Becherini, G., Peters, C., Black, M. J., Bolkart, T.
AMUSE: Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion
In Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2024 (inproceedings)
ei
Guo, S., Wildberger, J., Schölkopf, B.
Out-of-Variable Generalization for Discriminative Models
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
ei
Pace, A., Yèche, H., Schölkopf, B., Rätsch, G., Tennenholtz, G.
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
ei
Meterez*, A., Joudaki*, A., Orabona, F., Immer, A., Rätsch, G., Daneshmand, H.
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024, *equal contribution (conference) Accepted
hi
Serhat, G., Kuchenbecker, K. J.
Fingertip Dynamic Response Simulated Across Excitation Points and Frequencies
Biomechanics and Modeling in Mechanobiology, May 2024 (article)
hi
Rokhmanova, N., Martus, J., Faulkner, R., Fiene, J., Kuchenbecker, K. J.
GaitGuide: A Wearable Device for Vibrotactile Motion Guidance
Workshop paper (3 pages) presented at the ICRA Workshop on Advancing Wearable Devices and Applications Through Novel Design, Sensing, Actuation, and AI, Yokohama, Japan, May 2024 (misc) Accepted
ei
al
Spieler, A., Rahaman, N., Martius, G., Schölkopf, B., Levina, A.
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
ei
Open X-Embodiment Collaboration ( incl. Guist, S., Schneider, J., Schölkopf, B., Büchler, D. ).
Open X-Embodiment: Robotic Learning Datasets and RT-X Models
IEEE International Conference on Robotics and Automation (ICRA), May 2024 (conference) Accepted
ei
Jin, Z., Liu, J., Lyu, Z., Poff, S., Sachan, M., Mihalcea, R., Diab*, M., Schölkopf*, B.
Can Large Language Models Infer Causation from Correlation?
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024, *equal supervision (conference) Accepted
ei
Donhauser, K., Lokna, J., Sanyal, A., Boedihardjo, M., Hönig, R., Yang, F.
Certified private data release for sparse Lipschitz functions
27th International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024 (conference) Accepted
hi
Mohan, M., Nunez, C. M., Kuchenbecker, K. J.
Closing the Loop in Minimally Supervised Human-Robot Interaction: Formative and Summative Feedback
Scientific Reports, 14(10564):1-18, May 2024 (article)
ei
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Liu, Z., Feng, Y., Xiu, Y., Liu, W., Paull, L., Black, M. J., Schölkopf, B.
Ghost on the Shell: An Expressive Representation of General 3D Shapes
In Proceedings of the Twelfth International Conference on Learning Representations, The Twelfth International Conference on Learning Representations, May 2024 (inproceedings) Accepted
ei
Schneider, J., Schumacher, P., Guist, S., Chen, L., Häufle, D., Schölkopf, B., Büchler, D.
Identifying Policy Gradient Subspaces
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
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Khajehabdollahi, S., Zeraati, R., Giannakakis, E., Schäfer, T. J., Martius, G., Levina, A.
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
In The Twelfth International Conference on Learning Representations, ICLR 2024, May 2024 (inproceedings)
ei
Khromov*, G., Singh*, S. P.
Some Intriguing Aspects about Lipschitz Continuity of Neural Networks
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024, *equal contribution (conference) Accepted
ei
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Liu, W., Qiu, Z., Feng, Y., Xiu, Y., Xue, Y., Yu, L., Feng, H., Liu, Z., Heo, J., Peng, S., Wen, Y., Black, M. J., Weller, A., Schölkopf, B.
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
In Proceedings of the Twelfth International Conference on Learning Representations, The Twelfth International Conference on Learning Representations, May 2024 (inproceedings) Accepted
ei
Pan, H., Schölkopf, B.
Skill or Luck? Return Decomposition via Advantage Functions
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
ei
Imfeld*, M., Graldi*, J., Giordano*, M., Hofmann, T., Anagnostidis, S., Singh, S. P.
Transformer Fusion with Optimal Transport
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024, *equal contribution (conference) Accepted
al
Gumbsch, C., Sajid, N., Martius, G., Butz, M. V.
Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics
In The Twelfth International Conference on Learning Representations, ICLR 2024, May 2024 (inproceedings)
hi
Gong, Y., Husin, H. M., Erol, E., Ortenzi, V., Kuchenbecker, K. J.
AiroTouch: Enhancing Telerobotic Assembly through Naturalistic Haptic Feedback of Tool Vibrations
Frontiers in Robotics and AI, 11, pages: 1-15, May 2024 (article)
ei
Lorch, L., Krause*, A., Schölkopf*, B.
Causal Modeling with Stationary Diffusions
27th International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, *equal supervision (conference) Accepted
ei
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Yao, D., Xu, D., Lachapelle, S., Magliacane, S., Taslakian, P., Martius, G., von Kügelgen, J., Locatello, F.
Multi-View Causal Representation Learning with Partial Observability
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
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Theus, A., Geimer, O., Wicke, F., Hofmann, T., Anagnostidis, S., Singh, S. P.
Towards Meta-Pruning via Optimal Transport
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024 (conference) Accepted
ei
Lin*, J. A., Padhy*, S., Antorán*, J., Tripp, A., Terenin, A., Szepesvari, C., Hernández-Lobato, J. M., Janz, D.
Stochastic Gradient Descent for Gaussian Processes Done Right
Proceedings of the Twelfth International Conference on Learning Representations (ICLR), May 2024, *equal contribution (conference) Accepted
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Javot, B., Nguyen, V. H., Ballardini, G., Kuchenbecker, K. J.
CAPT Motor: A Strong Direct-Drive Rotary Haptic Interface
Hands-on demonstration presented at the IEEE Haptics Symposium, Long Beach, USA, April 2024 (misc)
hi
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Sanchez-Tamayo, N., Yoder, Z., Ballardini, G., Rothemund, P., Keplinger, C., Kuchenbecker, K. J.
Cutaneous Electrohydraulic (CUTE) Wearable Devices for Multimodal Haptic Feedback
Extended abstract (1 page) presented at the IEEE RoboSoft Workshop on Multimodal Soft Robots for Multifunctional Manipulation, Locomotion, and Human-Machine Interaction, San Diego, USA, April 2024 (misc)
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Fazlollahi, F., Seifi, H., Ballardini, G., Taghizadeh, Z., Schulz, A., MacLean, K. E., Kuchenbecker, K. J.
Quantifying Haptic Quality: External Measurements Match Expert Assessments of Stiffness Rendering Across Devices
Work-in-progress paper (2 pages) presented at the IEEE Haptics Symposium, Long Beach, USA, April 2024 (misc)
hi
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Sanchez-Tamayo, N., Yoder, Z., Ballardini, G., Rothemund, P., Keplinger, C., Kuchenbecker, K. J.
Cutaneous Electrohydraulic Wearable Devices for Expressive and Salient Haptic Feedback
Hands-on demonstration presented at the IEEE Haptics Symposium, Long Beach, USA, April 2024 (misc)
ei
Hu, Y., Pinto, F., Yang, F., Sanyal, A.
PILLAR: How to make semi-private learning more effective
2nd IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), April 2024 (conference) Accepted
ei
Zabel, S., Hennig, P., Nieselt, K.
VIPurPCA: Visualizing and Propagating Uncertainty in Principal Component Analysis
IEEE Transactions on Visualization and Computer Graphics, 30(4):2011-2022, April 2024 (article)
hi
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Sanchez-Tamayo, N., Yoder, Z., Ballardini, G., Rothemund, P., Keplinger, C., Kuchenbecker, K. J.
Demonstration: Cutaneous Electrohydraulic (CUTE) Wearable Devices for Expressive and Salient Haptic Feedback
Hands-on demonstration presented at the IEEE RoboSoft Conference, San Diego, USA, April 2024 (misc)
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Mohan, M., Mat Husin, H., Kuchenbecker, K. J.
Expert Perception of Teleoperated Social Exercise Robots
In Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction (HRI), pages: 769-773, Boulder, USA, March 2024, Late-Breaking Report (LBR) (5 pages) presented at the IEEE/ACM International Conference on Human-Robot Interaction (HRI) (inproceedings)
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Liao, T., Yi, H., Xiu, Y., Tang, J., Huang, Y., Thies, J., Black, M. J.
TADA! Text to Animatable Digital Avatars
In International Conference on 3D Vision (3DV 2024), 3DV 2024, March 2024 (inproceedings) Accepted
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Dwivedi, S. K., Schmid, C., Yi, H., Black, M. J., Tzionas, D.
POCO: 3D Pose and Shape Estimation using Confidence
In International Conference on 3D Vision (3DV 2024), 3DV 2024, March 2024 (inproceedings)
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Zhang, H., Feng, Y., Kulits, P., Wen, Y., Thies, J., Black, M. J.
TECA: Text-Guided Generation and Editing of Compositional 3D Avatars
In International Conference on 3D Vision (3DV 2024), 3DV 2024, March 2024 (inproceedings) To be published
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Kabadayi, B., Zielonka, W., Bhatnagar, B. L., Pons-Moll, G., Thies, J.
GAN-Avatar: Controllable Personalized GAN-based Human Head Avatar
In International Conference on 3D Vision (3DV), March 2024 (inproceedings)
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Huang, Y., Yi, H., Xiu, Y., Liao, T., Tang, J., Cai, D., Thies, J.
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans
In International Conference on 3D Vision (3DV 2024), 3DV 2024, March 2024 (inproceedings) Accepted
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Zhang, H., Christen, S., Fan, Z., Zheng, L., Hwangbo, J., Song, J., Hilliges, O.
ArtiGrasp: Physically Plausible Synthesis of Bi-Manual Dexterous Grasping and Articulation
In International Conference on 3D Vision (3DV 2024), 3DV 2024, March 2024 (inproceedings) Accepted
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von Kügelgen, J.
Identifiable Causal Representation Learning
University of Cambridge, UK, Cambridge, February 2024, (Cambridge-Tübingen-Fellowship) (phdthesis)
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Rokhmanova, N., Pearl, O., Kuchenbecker, K. J., Halilaj, E.
IMU-Based Kinematics Estimation Accuracy Affects Gait Retraining Using Vibrotactile Cues
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, pages: 1005-1012, February 2024 (article)
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Burns, R.
Creating a Haptic Empathetic Robot Animal That Feels Touch and Emotion
University of Tübingen, Tübingen, Germany, February 2024, Department of Computer Science (phdthesis)
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Pals, M., Macke, J. H., Barak, O.
Trained recurrent neural networks develop phase-locked limit cycles in a working memory task
PLOS Computational Biology, 20(2), February 2024 (article)
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Schulz, A., Serhat, G., Kuchenbecker, K. J.
Adapting a High-Fidelity Simulation of Human Skin for Comparative Touch Sensing in the Elephant Trunk
Abstract presented at the Society for Integrative and Comparative Biology Annual Meeting (SICB), Seattle, USA, January 2024 (misc)
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Peisen, F., Gerken, A., Dahm, I., Nikolaou, K., Eigentler, T., Amaral, T., Moltz, J. H., Othman, A. E., Gatidis, S.
Pre-treatment 18F-FDG-PET/CT parameters as biomarkers for progression free survival, best overall response and overall survival in metastatic melanoma patients undergoing first-line immunotherapy
PLOS ONE, 19(1), January 2024 (article)
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Ben-Dov, O., Gupta, P. S., Abrevaya, V., Black, M. J., Ghosh, P.
Adversarial Likelihood Estimation With One-Way Flows
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages: 3779-3788, January 2024 (inproceedings)