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• Diffeomorphic Information Neural Estimation

  Bao Duong, Thin Nguyen

  7468-7475

  2023-06-26

• How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation

  Zixiang Ding, Guoqing Jiang, Shuai Zhang, Lin Guo, Wei Lin

  17915-17923

  2024-03-24

• Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning

  Zhiwen Zuo, Lei Zhao, Ailin Li, Zhizhong Wang, Zhanjie Zhang, Jiafu Chen, Wei Xing, Dongming Lu

  3888-3896

  2023-06-26

• Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health

  Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe

  12138-12146

  2023-06-26

• Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification

  Pengyu Xu, Lin Xiao, Bing Liu, Sijin Lu, Liping Jing, Jian Yu

  10602-10610

  2023-06-26

• Learning from Crowds by Modeling Common Confusions

  Zhendong Chu, Jing Ma, Hongning Wang

  5832-5840

  2021-05-18

• Efficient Constraint Generation for Stochastic Shortest Path Problems

  Johannes Schmalz, Felipe Trevizan

  20247-20255

  2024-03-24

• Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network

  Matthew C. Fontaine, Ruilin Liu, Ahmed Khalifa, Jignesh Modi, Julian Togelius, Amy K. Hoover, Stefanos Nikolaidis

  5922-5930

  2021-05-18

• IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance

  Hongyi He, Longjun Liu, Haonan Zhang, Nanning Zheng

  12367-12375

  2024-03-24

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

  Danijela Horak, Simiao Yu, Gholamreza Salimi-Khorshidi

  7721-7728

  2021-05-18

• IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks

  Insu Jeon, Wonkwang Lee, Myeongjang Pyeon, Gunhee Kim

  7926-7934

  2021-05-18

• SALSA: Semantically-Aware Latent Space Autoencoder

  Kathryn E. Kirchoff, Travis Maxfield, Alexander Tropsha, Shawn M. Gomez

  13211-13219

  2024-03-24

• Bayesian Distributional Policy Gradients

  Luchen Li, A. Aldo Faisal

  8429-8437

  2021-05-18

• Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks

  Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong

  10093-10101

  2021-05-18

• Deep Recurrent Belief Propagation Network for POMDPs

  Yuhui Wang, Xiaoyang Tan

  10236-10244

  2021-05-18

• Patch-Aware Sample Selection for Efficient Masked Image Modeling

  Zhengyang Zhuge, Jiaxing Wang, Yong Li, Yongjun Bao, Peisong Wang, Jian Cheng

  17245-17253

  2024-03-24

• Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search

  Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George Atia

  12015-12023

  2021-05-18

• Bounding Causal Effects on Continuous Outcome

  Junzhe Zhang, Elias Bareinboim

  12207-12215

  2021-05-18

• RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL

  Haoyang Li, Jing Zhang, Cuiping Li, Hong Chen

  13067-13075

  2023-06-26

• Analogy Training Multilingual Encoders

  Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulić, Anders Søgaard

  12884-12892

  2021-05-18

• On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling

  Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu

  19261-19269

  2024-03-24

• Learning Neuro-Symbolic Abstractions for Robot Planning and Learning

  Naman Shah

  23417-23418

  2024-03-24

• Writing Polishment with Simile: Task, Dataset and A Neural Approach

  Jiayi Zhang, Zhi Cui, Xiaoqiang Xia, Yalong Guo, Yanran Li, Chen Wei, Jianwei Cui

  14383-14392

  2021-05-18

• Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning

  Yangyang Zhao, Zhenyu Wang, Zhenhua Huang

  14540-14548

  2021-05-18

• DQSSA: A Quantum-Inspired Solution for Maximizing Influence in Online Social Networks (Student Abstract)

  Aryaman Rao, Parth Singh, Dinesh Kumar Vishwakarma, Mukesh Prasad

  23628-23630

  2024-03-24