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• AutoCost: Evolving Intrinsic Cost for Zero-Violation Reinforcement Learning

  Tairan He, Weiye Zhao, Changliu Liu

  14847-14855

  2023-06-26

• Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions

  Achim Hekler, Titus J. Brinker, Florian Buettner

  14856-14864

  2023-06-26

• Robust Training of Neural Networks against Bias Field Perturbations

  Patrick Henriksen, Alessio Lomuscio

  14865-14873

  2023-06-26

• Redactor: A Data-Centric and Individualized Defense against Inference Attacks

  Geon Heo, Steven Euijong Whang

  14874-14882

  2023-06-26

• Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting

  Pengyue Hou, Jie Han, Xingyu Li

  14883-14891

  2023-06-26

• CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models

  Akshita Jha, Chandan K. Reddy

  14892-14900

  2023-06-26

• Formalising the Robustness of Counterfactual Explanations for Neural Networks

  Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

  14901-14909

  2023-06-26

• READ: Aggregating Reconstruction Error into Out-of-Distribution Detection

  Wenyu Jiang, Yuxin Ge, Hao Cheng, Mingcai Chen, Shuai Feng, Chongjun Wang

  14910-14918

  2023-06-26

• Sample-Dependent Adaptive Temperature Scaling for Improved Calibration

  Tom Joy, Francesco Pinto, Ser-Nam Lim, Philip H.S. Torr, Puneet K. Dokania

  14919-14926

  2023-06-26

• Heuristic Search in Dual Space for Constrained Fixed-Horizon POMDPs with Durative Actions

  Majid Khonji, Duoaa Khalifa

  14927-14936

  2023-06-26

• Iteratively Enhanced Semidefinite Relaxations for Efficient Neural Network Verification

  Jianglin Lan, Yang Zheng, Alessio Lomuscio

  14937-14945

  2023-06-26

• A Semidefinite Relaxation Based Branch-and-Bound Method for Tight Neural Network Verification

  Jianglin Lan, Benedikt Brückner, Alessio Lomuscio

  14946-14954

  2023-06-26

• Robust Image Steganography: Hiding Messages in Frequency Coefficients

  Yuhang Lan, Fei Shang, Jianhua Yang, Xiangui Kang, Enping Li

  14955-14963

  2023-06-26

• Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks

  Mathias Lechner, Đorđe Žikelić, Krishnendu Chatterjee, Thomas A. Henzinger, Daniela Rus

  14964-14973

  2023-06-26

• Revisiting the Importance of Amplifying Bias for Debiasing

  Jungsoo Lee, Jeonghoon Park, Daeyoung Kim, Juyoung Lee, Edward Choi, Jaegul Choo

  14974-14981

  2023-06-26

• WAT: Improve the Worst-Class Robustness in Adversarial Training

  Boqi Li, Weiwei Liu

  14982-14990

  2023-06-26

• PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models

  Peixuan Li, Pengzhou Cheng, Fangqi Li, Wei Du, Haodong Zhao, Gongshen Liu

  14991-14999

  2023-06-26

• Rethinking Label Refurbishment: Model Robustness under Label Noise

  Yangdi Lu, Zhiwei Xu, Wenbo He

  15000-15008

  2023-06-26

• A Holistic Approach to Undesired Content Detection in the Real World

  Todor Markov, Chong Zhang, Sandhini Agarwal, Florentine Eloundou Nekoul, Theodore Lee, Steven Adler, Angela Jiang, Lilian Weng

  15009-15018

  2023-06-26

• A Risk-Sensitive Approach to Policy Optimization

  Jared Markowitz, Ryan W. Gardner, Ashley Llorens, Raman Arora, I-Jeng Wang

  15019-15027

  2023-06-26

• Anonymization for Skeleton Action Recognition

  Saemi Moon, Myeonghyeon Kim, Zhenyue Qin, Yang Liu, Dongwoo Kim

  15028-15036

  2023-06-26

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

  Carlos Mougan, Dan Saattrup Nielsen

  15037-15045

  2023-06-26

• Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

  Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni

  15046-15054

  2023-06-26

• Constrained Reinforcement Learning in Hard Exploration Problems

  Pathmanathan Pankayaraj, Pradeep Varakantham

  15055-15063

  2023-06-26

• Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis

  Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio Buttazzo

  15064-15072

  2023-06-26