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Stefan Roth

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Diverse Image Captioning with Grounded Style

May 03, 2022
Franz Klein, Shweta Mahajan, Stefan Roth

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Fast Axiomatic Attribution for Neural Networks

Nov 15, 2021
Robin Hesse, Simone Schaub-Meyer, Stefan Roth

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Dense Unsupervised Learning for Video Segmentation

Nov 11, 2021
Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth

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PixelPyramids: Exact Inference Models from Lossless Image Pyramids

Oct 17, 2021
Shweta Mahajan, Stefan Roth

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xGQA: Cross-Lingual Visual Question Answering

Sep 13, 2021
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulić, Iryna Gurevych

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TxT: Crossmodal End-to-End Learning with Transformers

Sep 09, 2021
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth

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Self-Supervised Multi-Frame Monocular Scene Flow

May 05, 2021
Junhwa Hur, Stefan Roth

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Self-supervised Augmentation Consistency for Adapting Semantic Segmentation

Apr 30, 2021
Nikita Araslanov, Stefan Roth

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Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring

Mar 18, 2021
Jiangxin Dong, Stefan Roth, Bernt Schiele

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Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise

Mar 16, 2021
Jannik Schmitt, Stefan Roth

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