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• Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences

  Vinayak Gupta, Srikanta Bedathur, Abir De

  4005-4013

  2022-06-28

• HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting

  Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi

  4193-4200

  2022-06-28

• Forecasting Asset Dependencies to Reduce Portfolio Risk

  Haoren Zhu, Shih-Yang Liu, Pengfei Zhao, Yingying Chen, Dik Lun Lee

  4397-4404

  2022-06-28

• AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification

  Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid

  4477-4485

  2022-06-28

• 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing

  Dmitrii Zhemchuzhnikov, Ilia Igashov, Sergei Grudinin

  4707-4715

  2022-06-28

• Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay

  Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra

  6089-6096

  2022-06-28

• Algorithmic Concept-Based Explainable Reasoning

  Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Veličković, Pietro Lió

  6685-6693

  2022-06-28

• Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning

  Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Chia-Mu Yu

  6926-6934

  2022-06-28

• Same State, Different Task: Continual Reinforcement Learning without Interference

  Samuel Kessler, Jack Parker-Holder, Philip Ball, Stefan Zohren, Stephen J. Roberts

  7143-7151

  2022-06-28

• Introducing Symmetries to Black Box Meta Reinforcement Learning

  Louis Kirsch, Sebastian Flennerhag, Hado van Hasselt, Abram Friesen, Junhyuk Oh, Yutian Chen

  7202-7210

  2022-06-28

• Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy

  Fan-Ming Luo, Shengyi Jiang, Yang Yu, ZongZhang Zhang, Yi-Feng Zhang

  7637-7646

  2022-06-28

• Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning

  Giseung Park, Sungho Choi, Youngchul Sung

  7941-7948

  2022-06-28

• Knowledge Distillation via Constrained Variational Inference

  Ardavan Saeedi, Yuria Utsumi, Li Sun, Kayhan Batmanghelich, Li-wei Lehman

  8132-8140

  2022-06-28

• Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations

  Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao

  8267-8276

  2022-06-28

• Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics

  Sean Welleck, Peter West, Jize Cao, Yejin Choi

  8629-8637

  2022-06-28

• Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum

  Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu

  9136-9144

  2022-06-28

• MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers

  Elias B. Khalil, Christopher Morris, Andrea Lodi

  10219-10227

  2022-06-28

• Optimize What You Evaluate With: Search Result Diversification Based on Metric Optimization

  Hai-Tao Yu

  10399-10407

  2022-06-28

• LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification

  Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li

  10482-10491

  2022-06-28

• AutoBERT-Zero: Evolving BERT Backbone from Scratch

  Jiahui Gao, Hang Xu, Han Shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

  10663-10671

  2022-06-28

• Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation

  Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür

  10738-10748

  2022-06-28

• Incorporating Constituent Syntax for Coreference Resolution

  Fan Jiang, Trevor Cohn

  10831-10839

  2022-06-28

• Unified Named Entity Recognition as Word-Word Relation Classification

  Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li

  10965-10973

  2022-06-28

• Contrast-Enhanced Semi-supervised Text Classification with Few Labels

  Austin Cheng-Yun Tsai, Sheng-Ya Lin, Li-Chen Fu

  11394-11402

  2022-06-28

• HEAL: A Knowledge Graph for Distress Management Conversations

  Anuradha Welivita, Pearl Pu

  11459-11467

  2022-06-28