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• End-to-End Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration

  Zhiyuan Zhang, Jiadai Sun, Yuchao Dai, Dingfu Zhou, Xibin Song, Mingyi He

  3399-3407

  2022-06-28

• Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection

  Na Zhao, Gim Hee Lee

  3436-3445

  2022-06-28

• Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation

  Xiaojie Zhao, Yuming Shen, Shidong Wang, Haofeng Zhang

  3454-3462

  2022-06-28

• Edge-Aware Guidance Fusion Network for RGB–Thermal Scene Parsing

  Wujie Zhou, Shaohua Dong, Caie Xu, Yaguan Qian

  3571-3579

  2022-06-28

• Event-Aware Multimodal Mobility Nowcasting

  Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki

  4228-4236

  2022-06-28

• Unsupervised Adversarially Robust Representation Learning on Graphs

  Jiarong Xu, Yang Yang, Junru Chen, Xin Jiang, Chunping Wang, Jiangang Lu, Yizhou Sun

  4290-4298

  2022-06-28

• No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment

  Suyeong An, Junghoon Kim, Minsam Kim, Juneyoung Park

  4424-4431

  2022-06-28

• Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data

  Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov

  4441-4449

  2022-06-28

• Clustering Interval-Censored Time-Series for Disease Phenotyping

  Irene Y. Chen, Rahul G. Krishnan, David Sontag

  6211-6221

  2022-06-28

• Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation

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

  6258-6267

  2022-06-28

• Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes

  Florent Delgrange, Ann Nowé, Guillermo A. Pérez

  6497-6505

  2022-06-28

• Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting

  Yuwei Fu, Di Wu, Benoit Boulet

  6639-6647

  2022-06-28

• Classifying Emails into Human vs Machine Category

  Changsung Kang, Hongwei Shang, Jean-Marc Langlois

  7069-7077

  2022-06-28

• Optimization for Classical Machine Learning Problems on the GPU

  Sören Laue, Mark Blacher, Joachim Giesen

  7300-7308

  2022-06-28

• SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models

  Zhen Lin, Lucas Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun

  7497-7505

  2022-06-28

• Optimistic Initialization for Exploration in Continuous Control

  Sam Lobel, Omer Gottesman, Cameron Allen, Akhil Bagaria, George Konidaris

  7612-7619

  2022-06-28

• Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning

  Gengyu Lyu, Xiang Deng, Yanan Wu, Songhe Feng

  7647-7654

  2022-06-28

• Offline Reinforcement Learning as Anti-exploration

  Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist

  8106-8114

  2022-06-28

• Online Apprenticeship Learning

  Lior Shani, Tom Zahavy, Shie Mannor

  8240-8248

  2022-06-28

• Learngene: From Open-World to Your Learning Task

  Qiu-Feng Wang, Xin Geng, Shu-Xia Lin, Shi-Yu Xia, Lei Qi, Ning Xu

  8557-8565

  2022-06-28

• Continual Learning through Retrieval and Imagination

  Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao

  8594-8602

  2022-06-28

• Controlling Underestimation Bias in Reinforcement Learning via Quasi-median Operation

  Wei Wei, Yujia Zhang, Jiye Liang, Lin Li, Yyuze Li

  8621-8628

  2022-06-28

• Coordinating Momenta for Cross-Silo Federated Learning

  An Xu, Heng Huang

  8735-8743

  2022-06-28

• LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning

  Yuan Yang, James C Kerce, Faramarz Fekri

  8840-8848

  2022-06-28

• Efficient Optimal Transport Algorithm by Accelerated Gradient Descent

  Dongsheng An, Na Lei, Xiaoyin Xu, Xianfeng Gu

  10119-10128

  2022-06-28