Research
My research interests lie in generative modeling and scene understanding. For a full list of my publications, please refer to my Google Scholar.
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Embedding-free Image Generation from Bit Tokens
Mark Weber,
Lijun Yu,
Xueqing Deng,
Qihang Yu,
Xiaohui Shen,
Daniel Cremers,
Liang-Chieh Chen
preprint, arXiv
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An Image is Worth 32 Tokens for Reconstruction and Generation
Qihang Yu*,
Mark Weber*,
Xueqing Deng,
Xiaohui Shen,
Daniel Cremers,
Liang-Chieh Chen
preprint, arXiv
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MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
Linyan Yang,
Lukas Hoyer,
Mark Weber,
Tobias Fischer,
Dengxin Dai,
Laura Leal-Taixé,
Daniel Cremers,
Mark Pollefeys,
Luc Van Gool
ECCV, 2024
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DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation
Aysim Toker*,
Lukas Kondmann*,
Mark Weber,
Marvin Eisenberger,
Andrés Camero,
Jingliang Hu,
Ariadna Pregel Hoderlein,
Çağlar Şenaras,
Timothy Davis,
Daniel Cremers,
Giovanni Marchisio,
Xiao Xiang Zhu,
Laura Leal-Taixé
CVPR, 2022
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STEP: Segmenting and Tracking Every Pixel
Mark Weber,
Jun Xie,
Maxwell Collins,
Yukun Zhu,
Paul Voigtlaender,
Hartwig Adam,
Bradley Green,
Andreas Geiger,
Bastian Leibe,
Daniel Cremers,
Aljosa Osep,
Laura Leal-Taixe,
Liang-Chieh Chen
NeurIPS Track on Datasets and Benchmarks, 2021
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DeepLab2: A TensorFlow Library for Deep Labeling
Mark Weber*,
Huiyu Wang*,
Siyuan Qiao*,
Jun Xie,
Maxwell D. Collins,
Yukun Zhu,
Liangzhe Yuan,
Dahun Kim,
Qihang Yu,
Daniel Cremers,
Laura Leal-Taixe,
Alan L. Yuille,
Florian Schroff,
Hartwig Adam,
Liang-Chieh Chen
Tech report, arXiv
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4D Panoptic LiDAR Segmentation
Mehmet Aygun,
Aljosa Osep,
Mark Weber,
Maxim Maximov,
Cyrill Stachniss,
Jens Behley,
Laura Leal-Taixé
CVPR, 2021
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Single-shot Panoptic Segmentation
Mark Weber,
Jonathon Luiten,
Bastian Leibe
IROS, 2021
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4D Generic Video Object Proposals
Aljosa Osep,
Paul Voigtlaender,
Mark Weber,
Jonathon Luiten,
Bastian Leibe
ICRA, 2020
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Visual Person Understanding Through Multi-task and Multi-dataset Learning
Kilian Pfeiffer,
Alexander Hermans,
Istvan Sarandi,
Mark Weber,
Bastian Leibe
GCPR, 2019
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Conference Workshops
Over the course of my PhD, I co-organized multiple workshops in the area of segmentation and tracking.
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