Exploring weight symmetry in deep neural networks
Hu, Shell Xu, Zagoruyko, Sergey, Komodakis, Nikos
Published in Computer vision and image understanding (01.10.2019)
Published in Computer vision and image understanding (01.10.2019)
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Journal Article
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut
Wang, Yangtao, Shen, Xi, Yuan, Yuan, Du, Yuming, Li, Maomao, Hu, Shell Xu, Crowley, James L., Vaufreydaz, Dominique
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2023)
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Journal Article
Compressing Features for Learning With Noisy Labels
Chen, Yingyi, Hu, Shell Xu, Shen, Xi, Ai, Chunrong, Suykens, Johan A. K.
Published in IEEE transaction on neural networks and learning systems (01.02.2024)
Published in IEEE transaction on neural networks and learning systems (01.02.2024)
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Journal Article
Feed-Forward Latent Domain Adaptation
Bohdal, Ondrej, Li, Da, Hu, Shell Xu, Hospedales, Timothy
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)
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Conference Proceeding
Variational Information Distillation for Knowledge Transfer
Ahn, Sungsoo, Hu, Shell Xu, Damianou, Andreas, Lawrence, Neil D., Dai, Zhenwen
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
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
Hu, Shell Xu, Li, Da, Stuhmer, Jan, Kim, Minyoung, Hospedales, Timothy M.
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
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut
Wang, Yangtao, Shen, Xi, Hu, Shell Xu, Yuan, Yuan, Crowley, James L., Vaufreydaz, Dominique
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
Boosting Co-teaching with Compression Regularization for Label Noise
Chen, Yingyi, Shen, Xi, Hu, Shell Xu, Suykens, Johan A. K.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
MobileQuant: Mobile-friendly Quantization for On-device Language Models
Tan, Fuwen, Lee, Royson, Dudziak, Łukasz, Hu, Shell Xu, Bhattacharya, Sourav, Hospedales, Timothy, Tzimiropoulos, Georgios, Martinez, Brais
Year of Publication 25.08.2024
Year of Publication 25.08.2024
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Journal Article
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science
Lin, Xinna, Ma, Siqi, Shan, Junjie, Zhang, Xiaojing, Hu, Shell Xu, Guo, Tiannan, Li, Stan Z, Yu, Kaicheng
Year of Publication 29.06.2024
Year of Publication 29.06.2024
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Journal Article
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
Basu, Samyadeep, Hu, Shell Xu, Sanjabi, Maziar, Massiceti, Daniela, Feizi, Soheil
Year of Publication 18.07.2023
Year of Publication 18.07.2023
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Journal Article
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods
Basu, Samyadeep, Saberi, Mehrdad, Bhardwaj, Shweta, Chegini, Atoosa Malemir, Massiceti, Daniela, Sanjabi, Maziar, Hu, Shell Xu, Feizi, Soheil
Year of Publication 03.10.2023
Year of Publication 03.10.2023
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Journal Article
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
Lee, Royson, Fernandez-Marques, Javier, Hu, Shell Xu, Li, Da, Laskaridis, Stefanos, Dudziak, Łukasz, Hospedales, Timothy, Huszár, Ferenc, Lane, Nicholas D
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article
Compressing Features for Learning with Noisy Labels
Chen, Yingyi, Hu, Shell Xu, Shen, Xi, Ai, Chunrong, Suykens, Johan A. K
Year of Publication 27.06.2022
Year of Publication 27.06.2022
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Journal Article
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
Hu, Shell Xu, Li, Da, Stühmer, Jan, Kim, Minyoung, Hospedales, Timothy M
Year of Publication 14.04.2022
Year of Publication 14.04.2022
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Journal Article
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut
Wang, Yangtao, Shen, Xi, Yuan, Yuan, Du, Yuming, Li, Maomao, Hu, Shell Xu, Crowley, James L, Vaufreydaz, Dominique
Year of Publication 01.09.2022
Year of Publication 01.09.2022
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Journal Article