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
ps
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
ps
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
Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2024 (conference) To be published
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)
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
ps
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
al
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
ps
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
al
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
ei
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
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
hi
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)
ps
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
ps
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)
ncs
ps
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
hi
Schulz, A.
Being Neurodivergent in Academia: Autistic and abroad
eLife, 13, March 2024 (article)
ncs
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)
ps
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
ps
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
ps
Taheri, O., Zhou, Y., Tzionas, D., Zhou, Y., Ceylan, D., Pirk, S., Black, M. J.
GRIP: Generating Interaction Poses Using Spatial Cues and Latent Consistency
In International Conference on 3D Vision (3DV 2024), 3DV 2024, March 2024 (inproceedings)
ei
von Kügelgen, J.
Identifiable Causal Representation Learning
University of Cambridge, UK, Cambridge, February 2024, (Cambridge-Tübingen-Fellowship) (phdthesis)
hi
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)
hi
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)
ps
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)
ei
OS Lab
Kottapalli, S. N. M., Schlieder, L., Song, A., Volchkov, V., Schölkopf, B., Fischer, P.
Polarization-based non-linear deep diffractive neural networks
AI and Optical Data Sciences V, PC12903, pages: PC129030B, (Editors: Ken-ichi Kitayama and Volker J. Sorger), SPIE, January 2024 (conference)
ei
Song, A., Kottapalli, S. N. M., Schölkopf, B., Fischer, P.
Multi-channel free space optical convolutions with incoherent light
AI and Optical Data Sciences V, PC12903, pages: PC129030I, (Editors: Ken-ichi Kitayama and Volker J. Sorger), SPIE, January 2024 (conference)
hi
Fitter, N. T., Mohan, M., Preston, R. C., Johnson, M. J., Kuchenbecker, K. J.
How Should Robots Exercise with People? Robot-Mediated Exergames Win with Music, Social Analogues, and Gameplay Clarity
Frontiers in Robotics and AI, 10(1155837):1-18, January 2024 (article)
hi
Khojasteh, B., Shao, Y., Kuchenbecker, K. J.
Robust Surface Recognition with the Maximum Mean Discrepancy: Degrading Haptic-Auditory Signals through Bandwidth and Noise
IEEE Transactions on Haptics, 17(1):58-65, January 2024, Presented at the IEEE Haptics Symposium (article)
ev
Kandukuri, R. K., Strecke, M., Stueckler, J.
Physics-Based Rigid Body Object Tracking and Friction Filtering From RGB-D Videos
In International Conference on 3D Vision (3DV), 2024, accepted, preprint arXiv: 2309.15703 (inproceedings) Accepted
pi
Werneck, L., Han, M., Yildiz, E., Keip, M., Sitti, M., Ortiz, M.
A simple quantitative model of neuromodulation, Part I: Ion flow through neural ion channels
Journal of the Mechanics and Physics of Solids, 182, pages: 105457, 2024 (article)
zwe-csfm
Gorke, O., Stuhlmüller, M., Tovar, G. E. M., Southan, A.
Unravelling parameter interactions in calcium alginate/polyacrylamide double network hydrogels using a design of experiments approach for the optimization of mechanical properties
Materials Advances, 5, pages: 2851-2859, Royal Society of Chemistry, 2024 (article)
ps
Huang, Y., Taheri, O., Black, M. J., Tzionas, D.
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction from Multi-view RGB-D Images
International Journal of Computer Vision (IJCV), 2024 (article)
al
Simon, A., Weimar, J., Martius, G., Oettel, M.
Machine learning of a density functional for anisotropic patchy particles
Journal of Chemical Theory and Computation, 2024 (article)