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QuerYD: A video dataset with high-quality textual and audio narrations

Nov 22, 2020
Andreea-Maria Oncescu, J√Ķao F. Henriques, Yang Liu, Andrew Zisserman, Samuel Albanie

* 6 pages, 4 figures, submitted to ICASSP 2021 

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Improving Bayesian Network Structure Learning in the Presence of Measurement Error

Nov 19, 2020
Yang Liu, Anthony C. Constantinou, ZhiGao Guo


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SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images

Nov 15, 2020
Chang Qi, Junyang Chen, Guizhi Xu, Zhenghua Xu, Thomas Lukasiewicz, Yang Liu


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Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures

Nov 15, 2020
Shuo Zhang, Yang Liu, Lei Xie

* Accepted by the Machine Learning for Structural Biology Workshop (MLSB 2020) and the Machine Learning for Molecules Workshop (ML4Molecules 2020) at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020) 

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TLab: Second Place Solution Towards Traffic4cast 2020 Competition

Nov 13, 2020
Fanyou Wu, Yang Liu, Zhiyuan Liu, Xiaobo Qu, Rado Gazo, Eva Haviarova

* arXiv admin note: text overlap with arXiv:1911.05699 by other authors 

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Overview of the Ninth Dialog System Technology Challenge: DSTC9

Nov 12, 2020
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-T√ľr, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba


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When Optimizing $f$-divergence is Robust with Label Noise

Nov 07, 2020
Jiaheng Wei, Yang Liu


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Fair Classification with Group-Dependent Label Noise

Oct 31, 2020
Jialu Wang, Yang Liu, Caleb Levy

* 11 pages, 9 tables 

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Strategic Recourse in Linear Classification

Oct 31, 2020
Yatong Chen, Jialu Wang, Yang Liu


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Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers

Oct 30, 2020
Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici


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Federated Bandit: A Gossiping Approach

Oct 24, 2020
Zhaowei Zhu, Jingxuan Zhu, Ji Liu, Yang Liu

* 31 pages, 1 figure 

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How Do Fair Decisions Fare in Long-term Qualification?

Oct 21, 2020
Xueru Zhang, Ruibo Tu, Yang Liu, Mingyan Liu, Hedvig Kjellström, Kun Zhang, Cheng Zhang

* Accepted to the 34th Conference on Neural Information Processing Systems (NeurIPS) 

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Modality-Pairing Learning for Brain Tumor Segmentation

Oct 19, 2020
Yixin Wang, Yao Zhang, Feng Hou, Yang Liu, Jiang Tian, Cheng Zhong, Yang Zhang, Zhiqiang He

* 10 pages 

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Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems

Oct 09, 2020
Wei Zhao, Mingyue Shang, Yang Liu, Liang Wang, Jingming Liu

* We decide to withdraw this paper, since the proposed Ape210K dataset is not going public, the experiments in this paper is meaningless and irreproducible without access to the dataset. Please contact wangliang01@fenbi.com if you have any questions 

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On the Role of Style in Parsing Speech with Neural Models

Oct 08, 2020
Trang Tran, Jiahong Yuan, Yang Liu, Mari Ostendorf

* Interspeech 2019 

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Learning with Instance-Dependent Label Noise: A Sample Sieve Approach

Oct 05, 2020
Hao Cheng, Zhaowei Zhu, Xingyu Li, Yifei Gong, Xing Sun, Yang Liu


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Policy Learning Using Weak Supervision

Oct 05, 2020
Jingkang Wang, Hongyi Guo, Zhaowei Zhu, Yang Liu


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Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable

Sep 29, 2020
Yang Liu, Zhenyue Qin, Saeed Anwar, Sabrina Caldwell, Tom Gedeon

* ICONIP 2020 

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EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining

Sep 19, 2020
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu

* 9 pages, 9 figures 

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Adversarial Exposure Attack on Diabetic Retinopathy Imagery

Sep 19, 2020
Yupeng Cheng, Felix Juefei-Xu, Qing Guo, Huazhu Fu, Xiaofei Xie, Shang-Wei Lin, Weisi Lin, Yang Liu


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FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise

Sep 19, 2020
Yihao Huang, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu

* 9 pages 

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It's Raining Cats or Dogs? Adversarial Rain Attack on DNN Perception

Sep 19, 2020
Liming Zhai, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Wei Feng, Shengchao Qin, Yang Liu


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The Hidden Vulnerability of Watermarking for Deep Neural Networks

Sep 18, 2020
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu


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Chemical Property Prediction Under Experimental Biases

Sep 18, 2020
Yang Liu, Hisashi Kashima


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Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework

Sep 17, 2020
Qi Tan, Yang Liu, Jiming Liu

* 35 pages, 8 figures 

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Fairness Matters -- A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems

Sep 16, 2020
Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu

* 32 pages, 10 Figures, pre-print, adjusted title 

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Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning

Sep 16, 2020
Yang Liu, Lei Zhou, Xiao Bai, Lin Gu, Tatsuya Harada, Jun Zhou

* 10 pages, 7 figures, 4 tables 

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Noisy Self-Knowledge Distillation for Text Summarization

Sep 15, 2020
Yang Liu, Sheng Shen, Mirella Lapata


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Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems

Sep 15, 2020
Haoliang Li, Yufei Wang, Xiaofei Xie, Yang Liu, Shiqi Wang, Renjie Wan, Lap-Pui Chau, Alex C. Kot

* First two authors contributed equally 

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