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322 Results
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Dropout Disagreement: A Recipe for Group Robustness with Fewer Annotations Tyler LaBonte · Abhishek Kumar · Vidya Muthukumar |
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Out-of-Distribution Robustness via Targeted Augmentations Irena Gao · Shiori Sagawa · Pang Wei Koh · Tatsunori Hashimoto · Percy Liang |
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Characterising the Robustness of Reinforcement Learning for Continuous Control using Disturbance Injection Catherine Glossop · Jacopo Panerati · Amrit Krishnan · Zhaocong Yuan · Angela Schoellig |
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Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets JONAS NGNAWE · Marianne ABEMGNIGNI NJIFON · Jonathan Heek · Yann Dauphin |
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Visual response inhibition for increased robustness of convolutional networks to distribution shifts Nicola Strisciuglio · George Azzopardi |
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Benchmarking Robustness under Distribution Shift of Multimodal Image-Text Models Jielin Qiu · Yi Zhu · Xingjian Shi · Zhiqiang Tang · DING ZHAO · Bo Li · Mu Li |
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On the Robustness of deep learning-based MRI Reconstruction to image transformations jinghan jia · Mingyi Hong · Yimeng Zhang · Mehmet Akcakaya · Sijia Liu |
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DensePure: Understanding Diffusion Models towards Adversarial Robustness Zhongzhu Chen · Kun Jin · Jiongxiao Wang · Weili Nie · Mingyan Liu · Anima Anandkumar · Bo Li · Dawn Song |
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Just Avoid Robust Inaccuracy: Boosting Robustness Without Sacrificing Accuracy Yannick Merkli · Pavol Bielik · Petar Tsankov · Martin Vechev |
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On the Impact of Adversarially Robust Models on Algorithmic Recourse Satyapriya Krishna · Chirag Agarwal · Himabindu Lakkaraju |
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Visual Prompting for Adversarial Robustness Aochuan Chen · Peter Lorenz · Yuguang Yao · Pin-Yu Chen · Sijia Liu |
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On the Feasibility of Compressing Certifiably Robust Neural Networks Pratik Vaishnavi · Veena Krish · Farhan Ahmed · Kevin Eykholt · Amir Rahmati |