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• Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness

  Dianbo Liu, Alex Lamb, Xu Ji, Pascal Junior Tikeng Notsawo, Michael Mozer, Yoshua Bengio, Kenji Kawaguchi

  8825-8833

  2023-06-26

• OMPQ: Orthogonal Mixed Precision Quantization

  Yuexiao Ma, Taisong Jin, Xiawu Zheng, Yan Wang, Huixia Li, Yongjian Wu, Guannan Jiang, Wei Zhang, Rongrong Ji

  9029-9037

  2023-06-26

• Stochastic Contextual Bandits with Long Horizon Rewards

  Yuzhen Qin, Yingcong Li, Fabio Pasqualetti, Maryam Fazel, Samet Oymak

  9525-9533

  2023-06-26

• Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery

  Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang

  10843-10851

  2023-06-26

• Learning Dynamic Latent Spaces for Lifelong Generative Modelling

  Fei Ye, Adrian G. Bors

  10891-10899

  2023-06-26

• Continual Variational Autoencoder via Continual Generative Knowledge Distillation

  Fei Ye, Adrian G. Bors

  10918-10926

  2023-06-26

• Certifiable Out-of-Distribution Generalization

  Nanyang Ye, Lin Zhu, Jia Wang, Zhaoyu Zeng, Jiayao Shao, Chensheng Peng, Bikang Pan, Kaican Li, Jun Zhu

  10927-10935

  2023-06-26

• Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization

  Lin Zhu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

  11461-11469

  2023-06-26

• On the Vulnerability of Backdoor Defenses for Federated Learning

  Pei Fang, Jinghui Chen

  11800-11808

  2023-06-26

• Robust Neuro-Symbolic Goal and Plan Recognition

  Leonardo Amado, Ramon Fraga Pereira, Felipe Meneguzzi

  11937-11944

  2023-06-26

• Planning for Learning Object Properties

  Leonardo Lamanna, Luciano Serafini, Mohamadreza Faridghasemnia, Alessandro Saffiotti, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso

  12005-12013

  2023-06-26

• Causal Effect Identification in Cluster DAGs

  Tara V. Anand, Adele H. Ribeiro, Jin Tian, Elias Bareinboim

  12172-12179

  2023-06-26

• Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams

  Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong

  12682-12690

  2023-06-26

• IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages

  Tahir Javed, Kaushal Bhogale, Abhigyan Raman, Pratyush Kumar, Anoop Kunchukuttan, Mitesh M. Khapra

  12942-12950

  2023-06-26

• LIQUID: A Framework for List Question Answering Dataset Generation

  Seongyun Lee, Hyunjae Kim, Jaewoo Kang

  13014-13024

  2023-06-26

• Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation

  Min Liu, Yu Bao, Chengqi Zhao, Shujian Huang

  13246-13254

  2023-06-26

• PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets

  Jinghui Lu, Rui Zhao, Brian Mac Namee, Fei Tan

  13327-13335

  2023-06-26

• Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor

  Qiaoyang Luo, Lingqiao Liu

  13344-13352

  2023-06-26

• AUC Maximization for Low-Resource Named Entity Recognition

  Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray Buntine, RIchard Beare, Changyou Chen

  13389-13399

  2023-06-26

• Improving the Cross-Lingual Generalisation in Visual Question Answering

  Farhad Nooralahzadeh, Rico Sennrich

  13419-13427

  2023-06-26

• KPT: Keyword-Guided Pre-training for Grounded Dialog Generation

  Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang

  14065-14073

  2023-06-26

• AirFormer: Predicting Nationwide Air Quality in China with Transformers

  Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann

  14329-14337

  2023-06-26

• Out-of-Distribution Detection Is Not All You Need

  Joris Guerin, Kevin Delmas, Raul Ferreira, Jérémie Guiochet

  14829-14837

  2023-06-26

• Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap

  Carlos Mougan, Dan Saattrup Nielsen

  15037-15045

  2023-06-26

• Planning and Learning for Non-markovian Negative Side Effects Using Finite State Controllers

  Aishwarya Srivastava, Sandhya Saisubramanian, Praveen Paruchuri, Akshat Kumar, Shlomo Zilberstein

  15144-15151

  2023-06-26