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Oral
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Thu 14:05
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Spatial-frequency channels, shape bias, and adversarial robustness
Ajay Subramanian · Elena Sizikova · Najib Majaj · Denis Pelli
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Poster
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Tue 15:15
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Exploiting Connections between Lipschitz Structures for Certifiably Robust Deep Equilibrium Models
Aaron Havens · Alexandre Araujo · Siddharth Garg · Farshad Khorrami · Bin Hu
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Workshop
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Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks
Alibek T Kaliyev · Shuyu Qin · Yichen Guo · Seda Memik · Michael Mahoney · Amir Gholami · Nhan Tran · Martin Takac · Joshua Agar
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Invited Talk
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Wed 6:30
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Sketching: core tools, learning-augmentation, and adaptive robustness
Jelani Nelson
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Workshop
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Differentiable, End-to-End Forward Modeling for 21 cm Cosmology: Robust Systematics Error Budgeting and More
Nicholas Kern
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Workshop
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Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning
Aakriti Agrawal · Rohith Aralikatti · Yanchao Sun · Furong Huang
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Workshop
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Robustness and Regularization in Reinforcement Learning
Esther Derman · Yevgeniy Men · Matthieu Geist · Shie Mannor
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Workshop
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Attention for Robot Touch: Tactile Saliency Prediction for Robust Sim-to-Real Tactile Control
Yijiong Lin · Mauro Comi · Alex Church · Dandan Zhang · Nathan F Lepora
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Workshop
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Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach
Xiaolin Sun · Zizhan Zheng
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Workshop
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Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness
Young Jin Kim · Raffy Fahim · Hany Awadalla
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Workshop
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Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Anna Bair · Hongxu Yin · Maying Shen · Pavlo Molchanov · Jose M. Alvarez
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Workshop
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Learning to ignore: Single Source Domain Generalization via Oracle Regularization
Dong Kyu Cho · Sanghack Lee
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