The STRANDS Project: Long-Term Autonomy in Everyday Environments von Hawes, Nick, Burbridge, Christopher, Jovan, Ferdian, Kunze, Lars, Lacerda, Bruno, Mudrova, Lenka, Young, Jay, Wyatt, Jeremy, Hebesberger, Denise, Kortner, Tobias, Ambrus, Rares, Bore, Nils, Folkesson, John, Jensfelt, Patric, Beyer, Lucas, Hermans, Alexander, Leibe, Bastian, Aldoma, Aitor, Faulhammer, Thomas, Zillich, Michael, Vincze, Markus, Chinellato, Eris, Al-Omari, Muhannad, Duckworth, Paul, Gatsoulis, Yiannis, Hogg, David C., Cohn, Anthony G., Dondrup, Christian, Pulido Fentanes, Jaime, Krajnik, Tomas, Santos, Joao M., Duckett, Tom, Hanheide, Marc

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DROW: Real-Time Deep Learning-Based Wheelchair Detection in 2-D Range Data von Beyer, Lucas, Hermans, Alexander, Leibe, Bastian

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Deep Person Detection in Two-Dimensional Range Data von Beyer, Lucas, Hermans, Alexander, Linder, Timm, Arras, Kai O., Leibe, Bastian

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Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels von Beyer, Lucas, Hermans, Alexander, Leibe, Bastian

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GWAS on GPUs: Streaming Data from HDD for Sustained Performance von Beyer, Lucas, Bientinesi, Paolo

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A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation von Chen, Wuyang, Du, Xianzhi, Yang, Fan, Beyer, Lucas, Zhai, Xiaohua, Lin, Tsung-Yi, Chen, Huizhong, Li, Jing, Song, Xiaodan, Wang, Zhangyang, Zhou, Denny

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THERMAL CONTROL SYSTEM FOR THERMAL SENSITIVE FREIGHT TRANSPORTATION AND TRANSPORT CONTAINER AND AIRCRAFT HAVING THE SAME von TRÜMPER, Torsten, BEYER, Lucas

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THERMAL CONTROL SYSTEM FOR THERMAL SENSITIVE FREIGHT TRANSPORTATION AND TRANSPORT CONTAINER AND AIRCRAFT HAVING THE SAME von Beyer, Lucas, Trümper, Torsten

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Better plain ViT baselines for ImageNet-1k von Beyer, Lucas, Zhai, Xiaohua, Kolesnikov, Alexander

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Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design von Alabdulmohsin, Ibrahim, Zhai, Xiaohua, Kolesnikov, Alexander, Beyer, Lucas

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Sigmoid Loss for Language Image Pre-Training von Zhai, Xiaohua, Mustafa, Basil, Kolesnikov, Alexander, Beyer, Lucas

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No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models von Pouget, Angéline, Beyer, Lucas, Bugliarello, Emanuele, Wang, Xiao, Steiner, Andreas Peter, Zhai, Xiaohua, Alabdulmohsin, Ibrahim

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The Efficiency Misnomer von Dehghani, Mostafa, Arnab, Anurag, Beyer, Lucas, Vaswani, Ashish, Tay, Yi

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Image Captioners Are Scalable Vision Learners Too von Tschannen, Michael, Kumar, Manoj, Steiner, Andreas, Zhai, Xiaohua, Houlsby, Neil, Beyer, Lucas

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Scaling Vision Transformers von Zhai, Xiaohua, Kolesnikov, Alexander, Houlsby, Neil, Beyer, Lucas

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Tuning computer vision models with task rewards von Pinto, André Susano, Kolesnikov, Alexander, Shi, Yuge, Beyer, Lucas, Zhai, Xiaohua

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SCALING NEURAL NETWORK ARCHITECTURES TO COMPUTATIONAL RESOURCE CONSTRAINTS von BEYER, Lucas Klaus, ALABDULMOHSIN, Ibrahim, KOLESNIKOV, Alexander, ZHAI, Xiaohua

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Three Towers: Flexible Contrastive Learning with Pretrained Image Models von Kossen, Jannik, Collier, Mark, Mustafa, Basil, Wang, Xiao, Zhai, Xiaohua, Beyer, Lucas, Steiner, Andreas, Berent, Jesse, Jenatton, Rodolphe, Kokiopoulou, Efi

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LocCa: Visual Pretraining with Location-aware Captioners von Wan, Bo, Tschannen, Michael, Xian, Yongqin, Pavetic, Filip, Alabdulmohsin, Ibrahim, Wang, Xiao, Pinto, André Susano, Steiner, Andreas, Beyer, Lucas, Zhai, Xiaohua

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Revisiting Self-Supervised Visual Representation Learning von Kolesnikov, Alexander, Zhai, Xiaohua, Beyer, Lucas

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