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397 Results
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Oral
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Wed 8:00 |
Unsupervised Speech Recognition Alexei Baevski · Wei-Ning Hsu · Alexis CONNEAU · Michael Auli |
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Poster
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Wed 16:30 |
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking Zhiyi Ma · Kawin Ethayarajh · Tristan Thrush · Somya Jain · Ledell Wu · Robin Jia · Christopher Potts · Adina Williams · Douwe Kiela |
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Poster
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Wed 0:30 |
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning Guanlin Liu · Lifeng LAI |
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Workshop
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Tue 10:45 |
Your Bandit Model is Not Perfect: Introducing Robustness to Restless Bandits Enabled by Deep Reinforcement Learning Jackson Killian |
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Poster
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Tue 8:30 |
On the Algorithmic Stability of Adversarial Training Yue Xing · Qifan Song · Guang Cheng |
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Poster
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Thu 16:30 |
Constrained Robust Submodular Partitioning Shengjie Wang · Tianyi Zhou · Chandrashekhar Lavania · Jeff A Bilmes |
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Poster
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Tue 8:30 |
Bootstrap Your Object Detector via Mixed Training Mengde Xu · Zheng Zhang · Fangyun Wei · Yutong Lin · Yue Cao · Stephen Lin · Han Hu · Xiang Bai |
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Poster
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Tue 8:30 |
Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams Chawin Sitawarin · Evgenios Kornaropoulos · Dawn Song · David Wagner |
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Poster
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Thu 8:30 |
Noisy Recurrent Neural Networks Soon Hoe Lim · N. Benjamin Erichson · Liam Hodgkinson · Michael Mahoney |
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Workshop
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Distribution Mismatch Correction for Improved Robustness in Deep Neural Networks Alexander Fuchs · Christian Knoll · Franz Pernkopf |
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Datasets and Benchmarks
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Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Boxin Wang · Chejian Xu · Shuohang Wang · Zhe Gan · Yu Cheng · Jianfeng Gao · Ahmed Awadallah · Bo Li |
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Workshop
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Tue 4:55 |
Your Model is Wrong: Robustness and misspecification in probabilistic modeling Diana Cai · Sameer Deshpande · Michael Hughes · Tamara Broderick · Trevor Campbell · Nick Foti · Barbara Engelhardt · Sinead Williamson |