ViViT: A Video Vision Transformer
Arnab, Anurag, Dehghani, Mostafa, Heigold, Georg, Sun, Chen, Lucic, Mario, Schmid, Cordelia
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Self-Supervised GANs via Auxiliary Rotation Loss
Chen, Ting, Zhai, Xiaohua, Ritter, Marvin, Lucic, Mario, Houlsby, Neil
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
RUST: Latent Neural Scene Representations from Unposed Imagery
Sajjadi, Mehdi S. M., Mahendran, Aravindh, Kipf, Thomas, Pot, Etienne, Duckworth, Daniel, Lucic, Mario, Greff, Klaus
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations
Sajjadi, Mehdi S.M., Meyer, Henning, Pot, Etienne, Bergmann, Urs, Greff, Klaus, Radwan, Noha, Vora, Suhani, Lucic, Mario, Duckworth, Daniel, Dosovitskiy, Alexey, Uszkoreit, Jakob, Funkhouser, Thomas, Tagliasacchi, Andrea
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
On Robustness and Transferability of Convolutional Neural Networks
Djolonga, Josip, Yung, Jessica, Tschannen, Michael, Romijnders, Rob, Beyer, Lucas, Kolesnikov, Alexander, Puigcerver, Joan, Minderer, Matthias, D'Amour, Alexander, Moldovan, Dan, Gelly, Sylvain, Houlsby, Neil, Zhai, Xiaohua, Lucic, Mario
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Which Model to Transfer? Finding the Needle in the Growing Haystack
Renggli, Cedric, Pinto, Andre Susano, Rimanic, Luka, Puigcerver, Joan, Riquelme, Carlos, Zhang, Ce, Lucic, Mario
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Representation learning from videos in-the-wild: An object-centric approach
Romijnders, Rob, Mahendran, Aravindh, Tschannen, Michael, Djolonga, Josip, Ritter, Marvin, Houlsby, Neil, Lucic, Mario
Published in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2021)
Published in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2021)
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Conference Proceeding
Self-Supervised Learning of Video-Induced Visual Invariances
Tschannen, Michael, Djolonga, Josip, Ritter, Marvin, Mahendran, Aravindh, Houlsby, Neil, Gelly, Sylvain, Lucic, Mario
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
End-to-End Spatio-Temporal Action Localisation with Video Transformers
Gritsenko, Alexey A., Xiong, Xuehan, Djolonga, Josip, Dehghani, Mostafa, Sun, Chen, Lucic, Mario, Schmid, Cordelia, Arnab, Anurag
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Audiovisual Masked Autoencoders
Georgescu, Mariana-Iuliana, Fonseca, Eduardo, Ionescu, Radu Tudor, Lucic, Mario, Schmid, Cordelia, Arnab, Anurag
Year of Publication 09.12.2022
Year of Publication 09.12.2022
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Journal Article
RUST: Latent Neural Scene Representations from Unposed Imagery
Sajjadi, Mehdi S. M, Mahendran, Aravindh, Kipf, Thomas, Pot, Etienne, Duckworth, Daniel, Lucic, Mario, Greff, Klaus
Year of Publication 25.11.2022
Year of Publication 25.11.2022
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Journal Article
VCT: A Video Compression Transformer
Mentzer, Fabian, Toderici, George, Minnen, David, Hwang, Sung-Jin, Caelles, Sergi, Lucic, Mario, Agustsson, Eirikur
Year of Publication 15.06.2022
Year of Publication 15.06.2022
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Journal Article
PolyViT: Co-training Vision Transformers on Images, Videos and Audio
Likhosherstov, Valerii, Arnab, Anurag, Choromanski, Krzysztof, Lucic, Mario, Tay, Yi, Weller, Adrian, Dehghani, Mostafa
Year of Publication 25.11.2021
Year of Publication 25.11.2021
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Journal Article
Revisiting the Calibration of Modern Neural Networks
Minderer, Matthias, Djolonga, Josip, Romijnders, Rob, Hubis, Frances, Zhai, Xiaohua, Houlsby, Neil, Tran, Dustin, Lucic, Mario
Year of Publication 15.06.2021
Year of Publication 15.06.2021
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Journal Article
A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation
Locatello, Francesco, Bauer, Stefan, Lucic, Mario, Rätsch, Gunnar, Gelly, Sylvain, Schölkopf, Bernhard, Bachem, Olivier
Year of Publication 27.10.2020
Year of Publication 27.10.2020
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Journal Article