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• Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding

  Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan

  8574-8582

  2021-05-18

• Learning Robust Rationales for Model Explainability: A Guidance-Based Approach

  Shuaibo Hu, Kui Yu

  18243-18251

  2024-03-24

• Improving Causal Discovery By Optimal Bayesian Network Learning

  Ni Y Lu, Kun Zhang, Changhe Yuan

  8741-8748

  2021-05-18

• SALSA: Semantically-Aware Latent Space Autoencoder

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

  13211-13219

  2024-03-24

• Learning of Structurally Unambiguous Probabilistic Grammars

  Dolav Nitay, Dana Fisman, Michal Ziv-Ukelson

  9170-9178

  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

• Component Fourier Neural Operator for Singularly Perturbed Differential Equations

  Ye Li, Ting Du, Yiwen Pang, Zhongyi Huang

  13691-13699

  2024-03-24

• Sample Efficient Reinforcement Learning with REINFORCE

  Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen Boyd

  10887-10895

  2021-05-18

• Improved Consistency Regularization for GANs

  Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

  11033-11041

  2021-05-18

• 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

• Reward Penalties on Augmented States for Solving Richly Constrained RL Effectively

  Hao Jiang, Tien Mai, Pradeep Varakantham, Huy Hoang

  19867-19875

  2024-03-24

• TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers

  Daniil Kirilenko, Anton Andreychuk, Aleksandr Panov, Konstantin Yakovlev

  12436-12443

  2023-06-26

• Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning

  Jiasheng Si, Yingjie Zhu, Deyu Zhou

  13573-13581

  2023-06-26

• Robustly Train Normalizing Flows via KL Divergence Regularization

  Kun Song, Ruben Solozabal, Hao Li, Martin Takáč, Lu Ren, Fakhri Karray

  15047-15055

  2024-03-24

• Analogy Training Multilingual Encoders

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

  12884-12892

  2021-05-18

• Distribution Matching for Rationalization

  Yongfeng Huang, Yujun Chen, Yulun Du, Zhilin Yang

  13090-13097

  2021-05-18

• Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines

  Yangming Li, Kaisheng Yao

  13306-13314

  2021-05-18

• Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

  Nishtha Madaan, Inkit Padhi, Naveen Panwar, Diptikalyan Saha

  13516-13524

  2021-05-18

• ALP-KD: Attention-Based Layer Projection for Knowledge Distillation

  Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

  13657-13665

  2021-05-18

• 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

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

  Hongyi He, Longjun Liu, Haonan Zhang, Nanning Zheng

  12367-12375

  2024-03-24

• Optimistic Whittle Index Policy: Online Learning for Restless Bandits

  Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe

  10131-10139

  2023-06-26