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Workshop
Measuring Robustness with Black-Box Adversarial Attack using Reinforcement Learning
Soumyendu Sarkar · Sajad Mousavi · Ashwin Ramesh Babu · Vineet Gundecha · Sahand Ghorbanpour · Alexander Shmakov
Poster
Thu 14:00 Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
Zeyu Qin · Yanbo Fan · Yi Liu · Li Shen · Yong Zhang · Jue Wang · Baoyuan Wu
Poster
Natural Color Fool: Towards Boosting Black-box Unrestricted Attacks
Shengming Yuan · Qilong Zhang · Lianli Gao · Yaya Cheng · Jingkuan Song
Poster
Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal
Yucheng Shi · Yahong Han · Yu-an Tan · Xiaohui Kuang
Poster
Towards Lightweight Black-Box Attack Against Deep Neural Networks
Chenghao Sun · Yonggang Zhang · Wan Chaoqun · Qizhou Wang · Ya Li · Tongliang Liu · Bo Han · Xinmei Tian
Poster
Tue 9:00 Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks
Sizhe Chen · Zhehao Huang · Qinghua Tao · Yingwen Wu · Cihang Xie · Xiaolin Huang
Poster
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
Lei Song · Ke Xue · Xiaobin Huang · Chao Qian
Poster
Tue 9:00 Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
Alexander Thebelt · Calvin Tsay · Robert Lee · Nathan Sudermann-Merx · David Walz · Behrang Shafei · Ruth Misener
Poster
Thu 14:00 Black-box coreset variational inference
Dionysis Manousakas · Hippolyt Ritter · Theofanis Karaletsos
Poster
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
Konstantin Sozykin · Andrei Chertkov · Roman Schutski · Anh-Huy Phan · Andrzej S CICHOCKI · Ivan Oseledets
Workshop
Meta-Learning General-Purpose Learning Algorithms with Transformers
Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein
Affinity Workshop
Explaining black-box models in natural language through fuzzy linguistic summaries - Bipolar Disorder case study
Olga Kaminska · Katarzyna Kaczmarek-Majer