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140 Results
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Poster
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Wed 14:00 |
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models Zonghan Yang · Tianyu Pang · Yang Liu |
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Poster
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Wed 14:00 |
The least-control principle for local learning at equilibrium Alexander Meulemans · Nicolas Zucchet · Seijin Kobayashi · Johannes von Oswald · João Sacramento |
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Poster
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Wed 9:00 |
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations Michael Poli · Winnie Xu · Stefano Massaroli · Chenlin Meng · Kuno Kim · Stefano Ermon |
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Poster
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Tue 14:00 |
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations Axel Laborieux · Friedemann Zenke |
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Poster
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Tue 14:00 |
Deep Equilibrium Approaches to Diffusion Models Ashwini Pokle · Zhengyang Geng · J. Zico Kolter |
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Poster
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Tue 9:00 |
To update or not to update? Neurons at equilibrium in deep models Andrea Bragagnolo · Enzo Tartaglione · Marco Grangetto |
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Workshop
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Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver Peimeng Guan · Jihui Jin · Justin Romberg · Mark Davenport |
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Poster
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Thu 14:00 |
Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu · Xiaojian Xu · Weijie Gan · shirin shoushtari · Ulugbek Kamilov |
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Affinity Workshop
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Estimating Uncertainty in Safety-Critical Deep Learning Models Oishi Deb |
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Tutorial
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Mon 5:30 |
Deep dive on foundation models for computer vision Pin-Yu Chen |
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Poster
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Wed 14:00 |
Deep Model Reassembly Xingyi Yang · Daquan Zhou · Songhua Liu · Jingwen Ye · Xinchao Wang |
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Poster
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Thu 9:00 |
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses Anshuman Chhabra · Ashwin Sekhari · Prasant Mohapatra |