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120 Results
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Workshop
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Measuring Robustness with Black-Box Adversarial Attack using Reinforcement Learning Soumyendu Sarkar · Sajad Mousavi · Ashwin Ramesh Babu · Vineet Gundecha · Sahand Ghorbanpour · Alexander Shmakov |
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Poster
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Tue 14:00 |
What You See is What You Get: Principled Deep Learning via Distributional Generalization Bogdan Kulynych · Yao-Yuan Yang · Yaodong Yu · Jarosław Błasiok · Preetum Nakkiran |
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Poster
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On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks Anish Chakrabarty · Swagatam Das |
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Workshop
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c-MBA: Adversarial Attack for Cooperative MARL Using Learned Dynamics Model Nhan H Pham · Lam Nguyen · Jie Chen · Thanh Lam Hoang · Subhro Das · Lily Weng |
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Workshop
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Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners Elre Oldewage · John Bronskill · Richard Turner |
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Poster
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Tue 9:00 |
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples Maura Pintor · Luca Demetrio · Angelo Sotgiu · Ambra Demontis · Nicholas Carlini · Battista Biggio · Fabio Roli |
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Workshop
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Sat 7:30 |
Spotlight 1 - Elre Talea Oldewage: Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners Elre Oldewage |
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Poster
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Wed 9:00 |
Are AlphaZero-like Agents Robust to Adversarial Perturbations? Li-Cheng Lan · Huan Zhang · Ti-Rong Wu · Meng-Yu Tsai · I-Chen Wu · Cho-Jui Hsieh |
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Poster
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Tue 9:00 |
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach Kaiwen Yang · Yanchao Sun · Jiahao Su · Fengxiang He · Xinmei Tian · Furong Huang · Tianyi Zhou · Dacheng Tao |
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Poster
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Wed 14:00 |
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation JoonHo Jang · Byeonghu Na · Dong Hyeok Shin · Mingi Ji · Kyungwoo Song · Il-chul Moon |
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Workshop
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Adversarial Noise Injection for Learned Turbulence Simulations Jingtong Su · Julia Kempe · Drummond Fielding · Nikolaos Tsilivis · Miles Cranmer · Shirley Ho |
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Poster
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Tue 14:00 |
GAMA: Generative Adversarial Multi-Object Scene Attacks Abhishek Aich · Calvin-Khang Ta · Akash Gupta · Chengyu Song · Srikanth Krishnamurthy · Salman Asif · Amit Roy-Chowdhury |