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ORCIDRoman Bachmann 0001
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- affiliation: École Polytechnique Fédérale de Lausanne, EPFL, Swiss Federal Institute of Technology, Swiss
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2020 – today
- 2024
[i9]Roman Bachmann, Oguzhan Fatih Kar, David Mizrahi, Ali Garjani, Mingfei Gao, David Griffiths, Jiaming Hu, Afshin Dehghan, Amir Zamir:
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities. CoRR abs/2406.09406 (2024)- [i8]Sogand Salehi, Mahdi Shafiei, Teresa Yeo, Roman Bachmann, Amir Zamir:
ViPer: Visual Personalization of Generative Models via Individual Preference Learning. CoRR abs/2407.17365 (2024) - 2023
- [c5]Marius Memmel, Roman Bachmann, Amir Zamir:
Modality-invariant Visual Odometry for Embodied Vision. CVPR 2023: 21549-21559 - [c4]David Mizrahi, Roman Bachmann, Oguzhan Fatih Kar, Teresa Yeo, Mingfei Gao, Afshin Dehghan, Amir Zamir:
4M: Massively Multimodal Masked Modeling. NeurIPS 2023 - [i7]Marius Memmel, Roman Bachmann, Amir Zamir:
Modality-invariant Visual Odometry for Embodied Vision. CoRR abs/2305.00348 (2023) - [i6]David Mizrahi, Roman Bachmann, Oguzhan Fatih Kar
, Teresa Yeo, Mingfei Gao, Afshin Dehghan, Amir Zamir:
4M: Massively Multimodal Masked Modeling. CoRR abs/2312.06647 (2023) - 2022
- [j1]Yael Vinker, Ehsan Pajouheshgar, Jessica Y. Bo, Roman Christian Bachmann, Amit Haim Bermano, Daniel Cohen-Or, Amir Zamir, Ariel Shamir:
CLIPasso: semantically-aware object sketching. ACM Trans. Graph. 41(4): 86:1-86:11 (2022) - [c3]Roman Bachmann, David Mizrahi, Andrei Atanov, Amir Zamir:
MultiMAE: Multi-modal Multi-task Masked Autoencoders. ECCV (37) 2022: 348-367 - [i5]Yael Vinker, Ehsan Pajouheshgar, Jessica Y. Bo, Roman Christian Bachmann, Amit Haim Bermano, Daniel Cohen-Or, Amir Zamir, Ariel Shamir:
CLIPasso: Semantically-Aware Object Sketching. CoRR abs/2202.05822 (2022) - [i4]Roman Bachmann, David Mizrahi, Andrei Atanov, Amir Zamir:
MultiMAE: Multi-modal Multi-task Masked Autoencoders. CoRR abs/2204.01678 (2022) - 2021
- [i3]Ainaz Eftekhar, Alexander Sax, Roman Bachmann, Jitendra Malik, Amir Zamir:
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans. CoRR abs/2110.04994 (2021) - 2020
- [c2]Xiangming Meng, Roman Bachmann, Mohammad Emtiyaz Khan:
Training Binary Neural Networks using the Bayesian Learning Rule. ICML 2020: 6852-6861 - [i2]Xiangming Meng, Roman Bachmann, Mohammad Emtiyaz Khan:
Training Binary Neural Networks using the Bayesian Learning Rule. CoRR abs/2002.10778 (2020)
2010 – 2019
- 2019
- [c1]Roman Bachmann, Jörg Spörri, Pascal Fua, Helge Rhodin:
Motion Capture from Pan-Tilt Cameras with Unknown Orientation. 3DV 2019: 308-317 - [i1]Roman Bachmann, Jörg Spörri, Pascal Fua, Helge Rhodin:
Motion Capture from Pan-Tilt Cameras with Unknown Orientation. CoRR abs/1908.11676 (2019)
Coauthor Index
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