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ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths



Ruslan Khalitov , Tong Yu , Lei Cheng , Zhirong Yang


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Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention



Tong Yu , Ruslan Khalitov , Lei Cheng , Zhirong Yang

* 10 pages, 5 figures, accepted by CVPR2022 

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CholecTriplet2021: A benchmark challenge for surgical action triplet recognition



Chinedu Innocent Nwoye , Deepak Alapatt , Tong Yu , Armine Vardazaryan , Fangfang Xia , Zixuan Zhao , Tong Xia , Fucang Jia , Yuxuan Yang , Hao Wang , Derong Yu , Guoyan Zheng , Xiaotian Duan , Neil Getty , Ricardo Sanchez-Matilla , Maria Robu , Li Zhang , Huabin Chen , Jiacheng Wang , Liansheng Wang , Bokai Zhang , Beerend Gerats , Sista Raviteja , Rachana Sathish , Rong Tao , Satoshi Kondo , Winnie Pang , Hongliang Ren , Julian Ronald Abbing , Mohammad Hasan Sarhan , Sebastian Bodenstedt , Nithya Bhasker , Bruno Oliveira , Helena R. Torres , Li Ling , Finn Gaida , Tobias Czempiel , João L. Vilaça , Pedro Morais , Jaime Fonseca , Ruby Mae Egging , Inge Nicole Wijma , Chen Qian , Guibin Bian , Zhen Li , Velmurugan Balasubramanian , Debdoot Sheet , Imanol Luengo , Yuanbo Zhu , Shuai Ding , Jakob-Anton Aschenbrenner , Nicolas Elini van der Kar , Mengya Xu , Mobarakol Islam , Lalithkumar Seenivasan , Alexander Jenke , Danail Stoyanov , Didier Mutter , Pietro Mascagni , Barbara Seeliger , Cristians Gonzalez , Nicolas Padoy

* CholecTriplet2021 challenge report. Submitted to journal of Medical Image Analysis. 22 pages, 8 figures, 11 tables 

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Live Laparoscopic Video Retrieval with Compressed Uncertainty



Tong Yu , Pietro Mascagni , Juan Verde , Jacques Marescaux , Didier Mutter , Nicolas Padoy

* 14 pages, 12 figures 

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Active and Passive Hybrid Detection Method for Power CPS False Data Injection Attacks with Improved AKF and GRU-CNN



Zhaoyang Qu , Xiaoyong Bo , Tong Yu , Yaowei Liu , Yunchang Dong , Zhongfeng Kan , Lei Wang , Yang Li

* Accepted by IET Renewable Power Generation 

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Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks



Lei Cheng , Ruslan Khalitov , Tong Yu , Zhirong Yang


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LAFITE: Towards Language-Free Training for Text-to-Image Generation



Yufan Zhou , Ruiyi Zhang , Changyou Chen , Chunyuan Li , Chris Tensmeyer , Tong Yu , Jiuxiang Gu , Jinhui Xu , Tong Sun

* The code and pre-trained models will be publicly available soon 

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Yuan 1.0: Large-Scale Pre-trained Language Model in Zero-Shot and Few-Shot Learning



Shaohua Wu , Xudong Zhao , Tong Yu , Rongguo Zhang , Chong Shen , Hongli Liu , Feng Li , Hong Zhu , Jiangang Luo , Liang Xu , Xuanwei Zhang


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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark



Martin Wagner , Beat-Peter Müller-Stich , Anna Kisilenko , Duc Tran , Patrick Heger , Lars Mündermann , David M Lubotsky , Benjamin Müller , Tornike Davitashvili , Manuela Capek , Annika Reinke , Tong Yu , Armine Vardazaryan , Chinedu Innocent Nwoye , Nicolas Padoy , Xinyang Liu , Eung-Joo Lee , Constantin Disch , Hans Meine , Tong Xia , Fucang Jia , Satoshi Kondo , Wolfgang Reiter , Yueming Jin , Yonghao Long , Meirui Jiang , Qi Dou , Pheng Ann Heng , Isabell Twick , Kadir Kirtac , Enes Hosgor , Jon Lindström Bolmgren , Michael Stenzel , Björn von Siemens , Hannes G. Kenngott , Felix Nickel , Moritz von Frankenberg , Franziska Mathis-Ullrich , Lena Maier-Hein , Stefanie Speidel , Sebastian Bodenstedt


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