Cognitive Tomography Reveals Complex, Task-Independent Mental Representations
Houlsby, Neil M.T., Huszár, Ferenc, Ghassemi, Mohammad M., Orbán, Gergő, Wolpert, Daniel M., Lengyel, Máté
Published in Current biology (04.11.2013)
Published in Current biology (04.11.2013)
Get full text
Journal Article
Scaling Vision Transformers
Zhai, Xiaohua, Kolesnikov, Alexander, Houlsby, Neil, Beyer, Lucas
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)
Get full text
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)
Get full text
Conference Proceeding
CLIPPO: Image-and-Language Understanding from Pixels Only
Tschannen, Michael, Mustafa, Basil, Houlsby, Neil
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)
Get full text
Conference Proceeding
Location-Aware Self-Supervised Transformers for Semantic Segmentation
Caron, Mathilde, Houlsby, Neil, Schmid, Cordelia
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Get full text
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)
Get full text
Conference Proceeding
Simple Open-Vocabulary Object Detection
Minderer, Matthias, Gritsenko, Alexey, Stone, Austin, Neumann, Maxim, Weissenborn, Dirk, Dosovitskiy, Alexey, Mahendran, Aravindh, Arnab, Anurag, Dehghani, Mostafa, Shen, Zhuoran, Wang, Xiao, Zhai, Xiaohua, Kipf, Thomas, Houlsby, Neil
Published in Computer Vision - ECCV 2022 (2022)
Published in Computer Vision - ECCV 2022 (2022)
Get full text
Book Chapter
Guest Editorial: Automated Machine Learning
Escalante, Hugo Jair, Yao, Quanming, Tu, Wei-Wei, Pillay, Nelishia, Qu, Rong, Yu, Yang, Houlsby, Neil
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2021)
Get full text
Journal Article
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Azizi, Shekoofeh, Culp, Laura, Freyberg, Jan, Mustafa, Basil, Baur, Sebastien, Kornblith, Simon, Chen, Ting, Tomasev, Nenad, Mitrović, Jovana, Strachan, Patricia, Mahdavi, S. Sara, Wulczyn, Ellery, Babenko, Boris, Walker, Megan, Loh, Aaron, Chen, Po-Hsuan Cameron, Liu, Yuan, Bavishi, Pinal, McKinney, Scott Mayer, Winkens, Jim, Roy, Abhijit Guha, Beaver, Zach, Ryan, Fiona, Krogue, Justin, Etemadi, Mozziyar, Telang, Umesh, Liu, Yun, Peng, Lily, Corrado, Greg S., Webster, Dale R., Fleet, David, Hinton, Geoffrey, Houlsby, Neil, Karthikesalingam, Alan, Norouzi, Mohammad, Natarajan, Vivek
Published in Nature biomedical engineering (01.06.2023)
Published in Nature biomedical engineering (01.06.2023)
Get full text
Journal Article
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)
Get full text
Conference Proceeding
엑스퍼트의 혼합을 사용한 이미지 프로세싱
RIQUELME RUIZ CARLOS, HOULSBY NEIL MATTHEW TINMOUTH, NEUMANN MAXIM, SUSANO PINTO ANDRE, MUSTAFA BASIL, KEYSERS DANIEL M, PUIGCERVER I PEREZ JOAN, JENATTON RODOLPHE
Year of Publication 16.10.2023
Get full text
Year of Publication 16.10.2023
Patent
셀프-어텐션 기반 뉴럴 네트워크들을 사용하는 이미지들의 프로세싱
ZHAI XIAOHUA, HOULSBY NEIL MATTHEW TINMOUTH, GELLY SYLVAIN, DEGHANI MOSTAFA, MINDERER MATTHIAS JOHANNES LORENZ, UNTERTHINER THOMAS, KOLESNIKOV ALEXANDER, BEYER LUCAS KLAUS, WEISSENBORN DIRK, USZKOREIT JAKOB D, DOSOVITSKIY ALEXEY, HEIGOLD GEORG
Year of Publication 06.01.2023
Get full text
Year of Publication 06.01.2023
Patent
훈련된 생성 모델을 사용하여 질의 변형들을 생성
WANG WEI, HOULSBY NEIL, ALAKUIJALA JYRKI, CIARAMITA MASSIMILIANO, GAJEWSKI WOJCIECH, BULIAN JANNIS, GESMUNDO ANDREA, BUCK CHRISTIAN
Year of Publication 08.01.2020
Get full text
Year of Publication 08.01.2020
Patent