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• Attribute-Guided Adversarial Training for Robustness to Natural Perturbations

  Tejas Gokhale, Rushil Anirudh, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Chitta Baral, Yezhou Yang

  7574-7582

  2021-05-18

• Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks

  Danijela Horak, Simiao Yu, Gholamreza Salimi-Khorshidi

  7721-7728

  2021-05-18

• HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference

  Jakob Kruse, Gianluca Detommaso, Ullrich Köthe, Robert Scheichl

  8191-8199

  2021-05-18

• FLAME: Differentially Private Federated Learning in the Shuffle Model

  Ruixuan Liu, Yang Cao, Hong Chen, Ruoyang Guo, Masatoshi Yoshikawa

  8688-8696

  2021-05-18

• Improving Causal Discovery By Optimal Bayesian Network Learning

  Ni Y Lu, Kun Zhang, Changhe Yuan

  8741-8748

  2021-05-18

• Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters

  Avi Matza, Yuval Bistritz

  8921-8929

  2021-05-18

• Tempered Sigmoid Activations for Deep Learning with Differential Privacy

  Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson

  9312-9321

  2021-05-18

• Improving Generative Moment Matching Networks with Distribution Partition

  Yong Ren, Yucen Luo, Jun Zhu

  9403-9410

  2021-05-18

• Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model

  Qizhou Wang, Bo Han, Tongliang Liu, Gang Niu, Jian Yang, Chen Gong

  10183-10191

  2021-05-18

• Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler

  Jianwen Xie, Zilong Zheng, Ping Li

  10441-10451

  2021-05-18

• MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records

  Zhen Xu, David R. So, Andrew M. Dai

  10532-10540

  2021-05-18

• Toward Understanding the Influence of Individual Clients in Federated Learning

  Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lyu, Fan Wu, Guihai Chen

  10560-10567

  2021-05-18

• Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition

  Hangwei Qian, Sinno Jialin Pan, Chunyan Miao

  11921-11929

  2021-05-18

• A Generative Adversarial Framework for Bounding Confounded Causal Effects

  Yaowei Hu, Yongkai Wu, Lu Zhang, Xintao Wu

  12104-12112

  2021-05-18

• Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality

  Guihong Wan, Haim Schweitzer

  12436-12444

  2021-05-18

• Unsupervised Opinion Summarization with Content Planning

  Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata

  12489-12497

  2021-05-18

• CrossNER: Evaluating Cross-Domain Named Entity Recognition

  Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung

  13452-13460

  2021-05-18

• Continual Learning for Named Entity Recognition

  Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko

  13570-13577

  2021-05-18

• XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation

  Tommaso Pasini, Alessandro Raganato, Roberto Navigli

  13648-13656

  2021-05-18

• A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting

  Kun Qian, Wei Wei, Zhou Yu

  13692-13700

  2021-05-18

• SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint

  Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin

  13798-13805

  2021-05-18

• Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition

  Yubei Xiao, Ke Gong, Pan Zhou, Guolin Zheng, Xiaodan Liang, Liang Lin

  14112-14120

  2021-05-18

• Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

  Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan

  14158-14166

  2021-05-18

• Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone

  Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey

  14831-14839

  2021-05-18

• Goten: GPU-Outsourcing Trusted Execution of Neural Network Training

  Lucien K. L. Ng, Sherman S. M. Chow, Anna P. Y. Woo, Donald P. H. Wong, Yongjun Zhao

  14876-14883

  2021-05-18