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• Online Class-Incremental Continual Learning with Adversarial Shapley Value

  Dongsub Shim, Zheda Mai, Jihwan Jeong, Scott Sanner, Hyunwoo Kim, Jongseong Jang

  9630-9638

  2021-05-18

• Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration

  Christian Tomani, Florian Buettner

  9886-9896

  2021-05-18

• Meta Learning for Causal Direction

  Jean-François Ton, Dino Sejdinovic, Kenji Fukumizu

  9897-9905

  2021-05-18

• Fractal Autoencoders for Feature Selection

  Xinxing Wu, Qiang Cheng

  10370-10378

  2021-05-18

• Bias and Variance of Post-processing in Differential Privacy

  Keyu Zhu, Pascal Van Hentenryck, Ferdinando Fioretto

  11177-11184

  2021-05-18

• Fair Representations by Compression

  Xavier Gitiaux, Huzefa Rangwala

  11506-11515

  2021-05-18

• Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks

  Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin

  12139-12146

  2021-05-18

• Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions

  Jake Tuero, Michael Buro

  12418-12426

  2021-05-18

• TSQA: Tabular Scenario Based Question Answering

  Xiao Li, Yawei Sun, Gong Cheng

  13297-13305

  2021-05-18

• Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings?

  Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu

  13736-13744

  2021-05-18

• Semantics Altering Modifications for Evaluating Comprehension in Machine Reading

  Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro

  13762-13770

  2021-05-18

• Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19

  Dongdong Wang, Shunpu Zhang, Liqiang Wang

  15424-15430

  2021-05-18

• Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs

  Mehrnoosh Mirtaheri

  15724-15725

  2021-05-18

• Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)

  Pierre Bernabé, Helge Spieker, Bruno Legeard, Arnaud Gotlieb

  15757-15758

  2021-05-18

• Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract)

  Keren Nivasch, Dana Shapira, Amos Azaria

  15857-15858

  2021-05-18

• Integrating Pre-trained Model into Rule-based Dialogue Management

  Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang

  16097-16099

  2021-05-18

• SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification

  Wei-Ting Chen, I-Hsiang Chen, Chih-Yuan Yeh, Hao-Hsiang Yang, Jian-Jiun Ding, Sy-Yen Kuo

  347-355

  2022-06-28

• A Causal Debiasing Framework for Unsupervised Salient Object Detection

  Xiangru Lin, Ziyi Wu, Guanqi Chen, Guanbin Li, Yizhou Yu

  1610-1619

  2022-06-28

• Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation

  Chih-Chun Yang, Wan-Cyuan Fan, Cheng-Fu Yang, Yu-Chiang Frank Wang

  3036-3044

  2022-06-28

• TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text

  Muchao Ye, Chenglin Miao, Ting Wang, Fenglong Ma

  3877-3884

  2022-06-28

• NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search

  Wanqi Xue, Bo An, Chai Kiat Yeo

  4646-4653

  2022-06-28

• Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better

  Sameer Bibikar, Haris Vikalo, Zhangyang Wang, Xiaohan Chen

  6080-6088

  2022-06-28

• Deconvolutional Density Network: Modeling Free-Form Conditional Distributions

  Bing Chen, Mazharul Islam, Jisuo Gao, Lin Wang

  6183-6192

  2022-06-28

• Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation

  Liang Chen, Qianjin Du, Yihang Lou, Jianzhong He, Tao Bai, Minghua Deng

  6248-6257

  2022-06-28

• Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces

  Andres G Jaramillo-Yanez, Marco E. Benalcázar, Sebastian Sardina, Fabio Zambetta

  6996-7004

  2022-06-28