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Improving alignment of dialogue agents via targeted human judgements


Sep 28, 2022
Amelia Glaese, Nat McAleese, Maja Trębacz, John Aslanides, Vlad Firoiu, Timo Ewalds, Maribeth Rauh, Laura Weidinger, Martin Chadwick, Phoebe Thacker, Lucy Campbell-Gillingham, Jonathan Uesato, Po-Sen Huang, Ramona Comanescu, Fan Yang, Abigail See, Sumanth Dathathri, Rory Greig, Charlie Chen, Doug Fritz, Jaume Sanchez Elias, Richard Green, Soňa Mokrá, Nicholas Fernando, Boxi Wu, Rachel Foley, Susannah Young, Iason Gabriel, William Isaac, John Mellor, Demis Hassabis, Koray Kavukcuoglu, Lisa Anne Hendricks, Geoffrey Irving


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Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks


Sep 28, 2022
Zhiyang Chen, Yousong Zhu, Zhaowen Li, Fan Yang, Wei Li, Haixin Wang, Chaoyang Zhao, Liwei Wu, Rui Zhao, Jinqiao Wang, Ming Tang

* Accepted by NeurIPS 2022. Code available at https://github.com/CASIA-IVA-Lab/Obj2Seq 

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Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training


Sep 22, 2022
Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo

* 8 pages, ICCD 2022 

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UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup


Sep 19, 2022
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao


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RGB-Event Fusion for Moving Object Detection in Autonomous Driving


Sep 17, 2022
Zhuyun Zhou, Zongwei Wu, Rémi Boutteau, Fan Yang, Cédric Demonceaux, Dominique Ginhac


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ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization


Aug 30, 2022
Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu

* 20 pages, accepted by MICRO 2022 

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Actor-identified Spatiotemporal Action Detection -- Detecting Who Is Doing What in Videos


Aug 27, 2022
Fan Yang, Norimichi Ukita, Sakriani Sakti, Satoshi Nakamura


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Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation


Aug 14, 2022
Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang


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Differentially Private Counterfactuals via Functional Mechanism


Aug 04, 2022
Fan Yang, Qizhang Feng, Kaixiong Zhou, Jiahao Chen, Xia Hu


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ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification


Jul 05, 2022
Jiawei Yang, Hanbo Chen, Yu Zhao, Fan Yang, Yao Zhang, Lei He, Jianhua Yao

* Published in MICCAI 2022. Code: https://github.com/Jiawei-Yang/ReMix or https://github.com/TencentAILabHealthcare/ReMix 

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